This project seeks to estimate sport fish harvest and releases of rockfish in Alaska waters by improving on the Howard et al. (2020) methods and expand the time series back to 1977 when the statewide harvest survey (SWHS) was first implemented. This is essentially a Bayesian version of the Howard methods that allows for more appropriate and defensible sharing of information between areas, handles missing data in a more appropriate manor, accurately propagates uncertainty throughout the estimation procedure and replaces the Howard decision tree approach to low sample sizes with a hierarchical model. The methods and results for generating harvest estimates are generally consistent between the Bayesian model and the Howard methods. Harvest estimates are consistent with Howard estimates during contemporary times, but may differ based on more appropriate weighting of SWHS and logbook data, including estimating and correcting bias in the SWHS data.

**Table 1.** Summary of key improvements in reconstructiing sport fish removals of rockfish using the Bayesian model as compared to the Howard et al. (2020) methods.
Issue	Howard	Bayes
Time series	1999 - present	1977 - present
Bias in SWHS	Not explicitly dealt with. Relies on logbook data and ratios of guided/unguided from SWHS data to estimate unguided releases and harvests.	Explicitly estimates bias in SWHS harvest and release estimates based on logbook data.
Species composition of releases	Assumes that species composition of releases is equal to that of the harvest, which is not evident in the logbook data.	Recognizes different release probabilities by species / species assemblage and estimates it from logbook data and bias corrected SWHS data
Sample size limitations	Uses sample size threshholds such that when areas fall below those threshholds values are borrowed from nearby areas.	Uses a hierarchichacal modelling approach that shares information between areas in the same region. Thus all data is used, even with small sample sizes. This is a more sound method that avoids assumptions and uses all of the data.
Error propogation	Error is propogated when variance estimates are available, but there is uncertainty associated with borrowing values from nearby areas, or the assumption of species compositions being identical in harvest and releases, are not dealt with.	By breaking the assumption that species composition is equal between harvests and releases, uncertainty in the release estimates is more reflective of the fishery. Furthermore, the hyerarchichal approach more accurately captures uncertainy within and between areas within a region.

Figure 1.- Data sources for estimating rockfish harvests and releases in ADF&G commercial fisheries management units. Note that initial rockfish harvest estimates were not differentiated into species assemblage or species until 1998 when logbooks began differentiating by pelagic and non-pelagic. Logbooks began to collect data on yelloweye beginning in 2006. Port sampling programs to gather data on species composition of harvests began in 1996 in Southcentral and Kodiak and in 2006 in Southeast.

Figure 2.- SWHS harvest (left) and release (right) estimates from guided trips (x-axis) versus repoted harvests from charter logbooks (y-axis).

Results

Model: LB_fit_3pH
Model Run: *Gen4int_indcomp_swhsR_FULL_pHB4pars_re0_altwt_thru2024_2e+05__2025-10-31* (Naming convention: modelname_thruYEAR_iters_rundate)
Proportion of parmaters converged (Rhat <= 1.1): 0.9945
See end of document for summary of unconverged parameters.

Figure X.- Rhat values and proportion of parameters that converged (Rhat < 1.1.)

Estimate comparison

Since previous estimates of rockfish harvest have been produced these first 3 graphs will be used to show how the modeled estimates compare to the estimates produced earlier. For total rockfish the estimates are in general agreement although differences are noted. These estimates should be more reliable because they include both SWHS and guide logbook data, handle variance more appropriately, use hierarchical distributions when data is missing, directly consider observation error and are produced using reproducible research.

Figure 3.- Total rockfish harvests 1996-2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 3.- Total rockfish releases 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Notes from Adam: When looking at only black rockfish the most significant differences are for the Prince William Sound Inside area. I did not spend a great deal of time tracking this down although it looks like the previous version used bad values for \(P_{(black)ayu}\) for at least unguided anglers. For the moment I would ignore the results for BSIA and SOKO2SAP. I think it is possible to give approximate values for these areas but it will require a little more coding which I have yet to do.

Figure 4.- Black rockfish harvests 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

And black rockfish releases…

Figure 5.- Black rockfish releases 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 6.- Yellow rockfish harvests 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 7.- Yellow rockfish releases 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 8.- DSR rockfish (excluding yelloweye) harvests 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 9.- DSR rockfish releases (including yelloweye) 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 11.- Slope rockfish harvests 1996-2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 12.- Slope rockfish releases 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 13.- Other rockfish (non-pelagic and non-yelloweye) harvests 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 14.- Other rockfish (non-pelagic and non-yelloweye) releases 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Total Biomass Removal Estimates

Figure 15.- Black rockfish estimated total removals in lbs in 1996–2023. Total removals are calculated from the harvests, the estimated release mortality and mean fish weights. Error polygons represent 95% confidence intervals.

Figure 16.- Yellow rockfish estimated total removals in lbs in 1996–2023. Total removals are calculated from the harvests, the estimated release mortality and mean fish weights. Error polygons represent 95% confidence intervals.

Figure 17.- Pelagic rockfish estimated total removals in lbs in 1996–2023. Total removals are calculated from the harvests, the estimated release mortality and mean fish weights. Error polygons represent 95% confidence intervals.

Figure 18.- Non-yelloweye, demersal shelf rockfish estimated total removals in lbs in 1996-2023. Total removals are calculated from the harvests, the estimated release mortality and mean fish weights. Error polygons represent 95% confidence intervals.

Figure 19.- Slope rockfish estimated total removals in lbs in 1996-2023. Total removals are calculated from the harvests, the estimated release mortality and mean fish weights. Error polygons represent 95% confidence intervals.

Model fit

Logbook residuals

Figure 20.- Residuals from logbook harvests.

SWHS residuals

Figure 21.- Residuals from SWHS harvests.

Figure 22.- Residual of SWHS releases.

Parameter estimates

P(Charter)

These histograms show the posterior distribution of the mean percent of rockfish harvested by the charter fleet.

Figure 23.- Mean percent of harvest by charter anglers.

When considered annually we see the percent of rockfish harvested by the charter fleet follows our data fairly well although the model smooths out the changes and we just do not have much information about this ratio. Prior to 2011 the percent charter is confounded with SWHS bias and should be mostly discounted.

Figure 24.- Annual estimates of the percent of harvest by charter anglers for 16 commerical fishing manamgent areas, 1996-2023.

P(Harvest)

These plots show the fitted logistic line to the proportion of caught rockfish that are harvested. These estimates are used for hindcasting catch estimates based on the harvest data in early years when catch estimates are unavailable.

Figure 25.- Annual proportion of pelagic rockfish catch that was harvested. Note that pre-1990 estimates are used to estimate catch in these years when catch estimates are not available.

Figure 26.- Annual proportion of yelloweye rockfish catch that was harvested. Note that pre-1990 estimates are used to estimate catch in these years when catch estimates are not available.

Figure 27.- Annual proportion of non-pelagic, non-yelloweye rockfish catch that was harvested. Note that pre-1990 estimates are used to estimate catch in these years when catch estimates are not available. Note, that this is not estimated for Southeast areas because non=pelagics are divided between DSR (including yelloweye) and Slope species.

Figure 28.- Annual proportion of DSR rockfish catch that was harvested. Note that pre-1990 estimates are used to estimate catch in these years when catch estimates are not available. Note that the observed logbook data is for all non-pelagic, non-yelloweye fish.

Figure 29.- Annual proportion of Slope rockfish catch that was harvested. Note that pre-1990 estimates are used to estimate catch in these years when catch estimates are not available. Note that the observed logbook data is for all non-pelagic, non-yelloweye fish.

SWHS bias

Figure 23 shows the mean estimate for SWHS bias in harvests and releases. Cook Inlet, North Gulf Coast and North Southeast Inside all look pretty good while most other areas have substantial bias. Prince William Sound Inside has the largest bias. Bias in release estimates is substantial and whereas the SWHS appears to underestimate harvests, it appears to greatly overestimates releases by a factor of 2 or more in most areas as derived from logbook reported releases.

Figure 30.- Mean SWHS bias for harvests and catches. Note that a bias < 1 indicates that the SWHS underestimates the true value and bias > 1 indicates the survey overestimates the true value.

Our estimates of SWHS harvest bias track observations fairly well when he have guided harvest estimates. The estimates of release bias in the SWHS data track observed patterns to an extent, but appear to smooth these more volatile disagreements with the logbook data. Adam postulated in his initial start on this that some of this could be the result of the estimates of the proportion guided. This value was not modelled with a trend and thus applies a constant estimate when hindcasting. Data on these relationships could greatly improve this model.

Figure 31.- Annual estimates of SWHS bias in harvests and releases for 16 commerical fishing manamgent areas, 1996-2023. Note that a bias < 1 indicates that the SWHS underestimates the true value and bias > 1 indicates the survey overestimates the true value.

P(pelagic)

We model the percentage of pelagic rockfish in the harvest because we have the information for charter anglers (via logbooks) starting in 1998. Other than looking at the model estimates you can use Figure 25 to compare the two data streams for pelagic rockfish harvest. In general they are in agreement with major exceptions in Price William Sound inside, Prince William Sound outside (early in the time series) and South Southeast inside.

Figure 32.- Annual estimates of the percent of the sport harvest that was pelagic rockfish for 16 commerical fishing manamgent areas, 1996-2023.

P(black|pelagic)

Note that in Southeast Alaska we only have composition data starting in 2006. Tania dug up old SE data, but it did not provide any useful data for species apportionment. For the most part, P(black|pelagic) is relatively constant across areas, with the exception of Cook Inlet and NSEI in Southeast AK. It may be worth discussing whether the shifts in those areas is a result of improved or changing species identification rather than actual shift in the species composition of the catch.

Figure 33.- Annual estimates of the percent of the sport harvest of pelagic rockfish that were black rockfish for 16 commerical fishing manamgent areas, 1996-2023. Kodiak panels include data from a hydroacoustic survey and the proportion of pelagic rockfish that are black in those areas (red) and the adjusted proportions based on obseved harvests for charter (blue) and private (cyan) users.

P(yelloweye|non-pelagic / yelloweye|DSR)

Figure 34.- Annual estimates of the percent of the sport harvest of non-pelagic rockfish that were yelloweye rockfish for 16 commerical fishing manamgent areas, 1996-2023. Note that P(yelloweye) is the the proportion relative to non-pelagics for Central and Kodiak areas but is relative to DSR for Southeast areas.

P(DSR|non-pelagic)

Figure 35.- Annual estimates of the percent of the sport harvest of non-pelagic rockfish that were DSR rockfish for 6 Southeast commerical fishing manamgent areas, 1996-2023.

P(slope|non-pelagic)

Figure 36.- Annual estimates of the percent of the sport harvest of non-pelagic rockfish that were slope rockfish for 6 southeast commerical fishing manamgent areas, 1996-2023. Note that P(yelloweye) is the the proportion relative to non-pelagics for Central and Kodiak areas but is relative to DSR for Southeast areas.

P(slope|non-pelagic & non-yellowye) For release estimates

## NULL

Weight Fits

Figure 37.- Mean weights of black rockfish used to estimate biomass from harvest and release mortality estimates in numbers of fish.

Figure 38.- Mean weights of yelloweye rockfish used to estimate biomass from harvest and release mortality estimates in numbers of fish.

Figure 39.- Mean weights of non-black, pelagic rockfish used to estimate biomass from harvest and release mortality estimates in numbers of fish.

Figure 40.- Mean weights of non-yelloweye, demersal shelf rockfish used to estimate biomass from harvest and release mortality estimates in numbers of fish.

Figure 41.- Mean weights of slope rockfish used to estimate biomass from harvest and release mortality estimates in numbers of fish.

Summary of unconverged parameters:

The proportion of unconverged species composition proportional estimates that are near the bounds of 0 or 1 is 0.259587

The proportion of unconverged true parameters (defined as Rhat > 1.01) that are also in excess of an Rhat of 1.1 is 0.09 while 0.91 are less than 1.1.

Table Xa. Species proportion derived quantities that are not with 0.05 of the 0 and 1 bounds and are not converged relative to an Rhat of 1.01.

variable	area_n	year	user	mean	median	lower	upper	Rhat	sd	skew	area
p_pelagic	11	1	1	0.461	0.461	0.222	0.702	1.016	0.126	0.000	CSEO
p_pelagic	11	1	2	0.400	0.396	0.176	0.648	1.015	0.124	0.032	CSEO
p_pelagic	11	10	1	0.463	0.460	0.224	0.706	1.012	0.126	0.024	CSEO
p_pelagic	11	10	2	0.396	0.389	0.178	0.650	1.013	0.120	0.058	CSEO
p_pelagic	11	11	1	0.460	0.458	0.228	0.706	1.030	0.125	0.016	CSEO
p_pelagic	11	11	2	0.398	0.391	0.176	0.650	1.014	0.123	0.057	CSEO
p_pelagic	11	12	1	0.467	0.464	0.240	0.720	1.028	0.126	0.024	CSEO
p_pelagic	11	12	2	0.400	0.394	0.178	0.653	1.015	0.123	0.049	CSEO
p_pelagic	11	13	1	0.463	0.462	0.227	0.708	1.022	0.126	0.008	CSEO
p_pelagic	11	13	2	0.395	0.390	0.181	0.646	1.026	0.124	0.040	CSEO
p_pelagic	11	14	1	0.472	0.468	0.235	0.716	1.031	0.125	0.032	CSEO
p_pelagic	11	14	2	0.402	0.396	0.182	0.654	1.017	0.124	0.049	CSEO
p_pelagic	11	15	1	0.423	0.420	0.189	0.685	1.024	0.127	0.024	CSEO
p_pelagic	11	15	2	0.393	0.387	0.180	0.653	1.020	0.122	0.049	CSEO
p_pelagic	11	16	1	0.471	0.469	0.237	0.716	1.021	0.124	0.016	CSEO
p_pelagic	11	16	2	0.401	0.395	0.180	0.657	1.027	0.124	0.048	CSEO
p_pelagic	11	17	1	0.468	0.462	0.239	0.720	1.034	0.126	0.047	CSEO
p_pelagic	11	17	2	0.398	0.392	0.180	0.652	1.025	0.124	0.048	CSEO
p_pelagic	11	18	1	0.468	0.464	0.235	0.712	1.028	0.124	0.032	CSEO
p_pelagic	11	18	2	0.399	0.391	0.177	0.655	1.014	0.123	0.065	CSEO
p_pelagic	11	19	1	0.482	0.481	0.253	0.718	1.024	0.121	0.008	CSEO
p_pelagic	11	19	2	0.401	0.397	0.171	0.640	1.019	0.121	0.033	CSEO
p_pelagic	11	2	1	0.461	0.456	0.226	0.709	1.015	0.127	0.039	CSEO
p_pelagic	11	2	2	0.399	0.392	0.174	0.652	1.026	0.124	0.057	CSEO
p_slope	11	2	2	0.096	0.072	0.013	0.318	1.011	0.081	0.295	CSEO
p_pelagic	11	20	1	0.478	0.478	0.246	0.720	1.024	0.123	0.000	CSEO
p_pelagic	11	20	2	0.402	0.398	0.188	0.650	1.021	0.121	0.033	CSEO
p_pelagic	11	21	1	0.477	0.476	0.246	0.719	1.025	0.124	0.008	CSEO
p_pelagic	11	21	2	0.407	0.399	0.187	0.667	1.028	0.126	0.063	CSEO
p_pelagic	11	22	2	0.408	0.400	0.193	0.657	1.020	0.122	0.066	CSEO
p_pelagic	11	23	2	0.445	0.443	0.229	0.685	1.023	0.120	0.017	CSEO
p_pelagic	11	3	1	0.465	0.465	0.229	0.712	1.012	0.126	0.000	CSEO
p_pelagic	11	3	2	0.393	0.386	0.175	0.643	1.031	0.123	0.057	CSEO
p_pelagic	11	4	1	0.463	0.460	0.220	0.715	1.018	0.128	0.023	CSEO
p_pelagic	11	4	2	0.401	0.394	0.184	0.655	1.022	0.123	0.057	CSEO
p_pelagic	11	5	1	0.464	0.457	0.226	0.721	1.018	0.128	0.055	CSEO
p_pelagic	11	5	2	0.396	0.391	0.176	0.646	1.024	0.122	0.041	CSEO
p_pelagic	11	6	1	0.461	0.458	0.231	0.709	1.021	0.128	0.024	CSEO
p_pelagic	11	6	2	0.397	0.392	0.174	0.641	1.026	0.124	0.040	CSEO
p_pelagic	11	7	1	0.463	0.461	0.224	0.708	1.010	0.125	0.016	CSEO
p_pelagic	11	7	2	0.400	0.394	0.179	0.652	1.021	0.124	0.049	CSEO
p_pelagic	11	8	1	0.463	0.461	0.227	0.705	1.025	0.126	0.016	CSEO
p_pelagic	11	8	2	0.396	0.391	0.179	0.650	1.019	0.123	0.041	CSEO
p_pelagic	11	9	1	0.463	0.458	0.230	0.712	1.023	0.126	0.040	CSEO
p_pelagic	11	9	2	0.400	0.395	0.176	0.654	1.020	0.124	0.040	CSEO
p_yellow	13	1	1	0.442	0.383	0.129	0.994	1.077	0.234	0.252	NSEI
p_yellow	13	1	2	0.441	0.379	0.129	0.993	1.070	0.236	0.263	NSEI
p_yellow	13	10	1	0.439	0.380	0.135	0.993	1.088	0.235	0.251	NSEI
p_yellow	13	10	2	0.442	0.383	0.130	0.994	1.076	0.235	0.251	NSEI
p_yellow	13	11	1	0.441	0.380	0.126	0.993	1.084	0.238	0.257	NSEI
p_yellow	13	11	2	0.443	0.388	0.131	0.994	1.077	0.233	0.236	NSEI
p_yellow	13	12	1	0.437	0.379	0.121	0.994	1.080	0.237	0.244	NSEI
p_yellow	13	12	2	0.441	0.376	0.128	0.994	1.083	0.236	0.275	NSEI
p_yellow	13	13	1	0.438	0.377	0.124	0.993	1.086	0.238	0.256	NSEI
p_yellow	13	13	2	0.446	0.391	0.132	0.994	1.081	0.235	0.234	NSEI
p_yellow	13	14	1	0.438	0.374	0.127	0.994	1.074	0.236	0.271	NSEI
p_yellow	13	14	2	0.440	0.381	0.136	0.994	1.081	0.233	0.253	NSEI
p_yellow	13	15	1	0.433	0.373	0.124	0.993	1.090	0.238	0.252	NSEI
p_yellow	13	15	2	0.436	0.377	0.132	0.994	1.083	0.236	0.250	NSEI
p_yellow	13	16	1	0.442	0.379	0.133	0.993	1.076	0.236	0.267	NSEI
p_yellow	13	16	2	0.441	0.380	0.125	0.993	1.079	0.237	0.257	NSEI
p_yellow	13	17	1	0.436	0.376	0.123	0.993	1.076	0.236	0.254	NSEI
p_yellow	13	17	2	0.446	0.385	0.131	0.993	1.083	0.236	0.258	NSEI
p_yellow	13	18	1	0.437	0.375	0.123	0.993	1.085	0.237	0.261	NSEI
p_yellow	13	18	2	0.442	0.383	0.135	0.993	1.082	0.234	0.252	NSEI
p_yellow	13	19	1	0.441	0.383	0.122	0.993	1.077	0.237	0.244	NSEI
p_yellow	13	19	2	0.439	0.380	0.131	0.993	1.081	0.234	0.252	NSEI
p_yellow	13	2	1	0.440	0.383	0.130	0.993	1.088	0.237	0.240	NSEI
p_yellow	13	2	2	0.444	0.388	0.135	0.993	1.078	0.236	0.237	NSEI
p_yellow	13	20	1	0.439	0.376	0.127	0.994	1.084	0.236	0.267	NSEI
p_yellow	13	20	2	0.446	0.390	0.132	0.994	1.079	0.236	0.237	NSEI
p_yellow	13	21	1	0.436	0.375	0.130	0.994	1.081	0.238	0.257	NSEI
p_yellow	13	21	2	0.434	0.368	0.126	0.992	1.071	0.237	0.279	NSEI
p_yellow	13	22	1	0.440	0.381	0.128	0.993	1.088	0.236	0.250	NSEI
p_yellow	13	22	2	0.443	0.384	0.134	0.992	1.078	0.236	0.250	NSEI
p_yellow	13	23	1	0.403	0.331	0.103	0.991	1.089	0.245	0.294	NSEI
p_yellow	13	23	2	0.490	0.444	0.152	0.995	1.062	0.230	0.200	NSEI
p_yellow	13	24	1	0.406	0.339	0.104	0.992	1.092	0.242	0.277	NSEI
p_yellow	13	24	2	0.488	0.440	0.155	0.995	1.073	0.230	0.209	NSEI
p_yellow	13	25	1	0.407	0.337	0.103	0.991	1.087	0.241	0.291	NSEI
p_yellow	13	25	2	0.487	0.441	0.160	0.995	1.071	0.228	0.202	NSEI
p_yellow	13	26	1	0.402	0.336	0.102	0.991	1.097	0.239	0.276	NSEI
p_yellow	13	26	2	0.486	0.442	0.154	0.995	1.064	0.228	0.193	NSEI
p_yellow	13	27	1	0.392	0.327	0.100	0.989	1.093	0.237	0.275	NSEI
p_yellow	13	27	2	0.477	0.435	0.157	0.995	1.068	0.225	0.187	NSEI
p_yellow	13	28	1	0.396	0.334	0.102	0.989	1.086	0.231	0.268	NSEI
p_yellow	13	28	2	0.478	0.437	0.158	0.994	1.069	0.220	0.186	NSEI
p_yellow	13	29	1	0.379	0.329	0.098	0.973	1.081	0.216	0.231	NSEI
p_yellow	13	29	2	0.470	0.435	0.161	0.981	1.079	0.209	0.167	NSEI
p_yellow	13	3	1	0.441	0.381	0.124	0.992	1.078	0.238	0.253	NSEI
p_yellow	13	3	2	0.444	0.385	0.130	0.994	1.083	0.235	0.251	NSEI
p_yellow	13	4	1	0.440	0.382	0.126	0.993	1.080	0.237	0.245	NSEI
p_yellow	13	4	2	0.444	0.387	0.133	0.994	1.081	0.237	0.240	NSEI
p_yellow	13	5	1	0.442	0.383	0.134	0.993	1.077	0.236	0.250	NSEI
p_yellow	13	5	2	0.441	0.379	0.123	0.993	1.080	0.237	0.261	NSEI
p_yellow	13	6	1	0.439	0.381	0.127	0.993	1.075	0.237	0.244	NSEI
p_yellow	13	6	2	0.443	0.387	0.129	0.993	1.070	0.237	0.236	NSEI
p_yellow	13	7	1	0.439	0.380	0.130	0.993	1.081	0.236	0.250	NSEI
p_yellow	13	7	2	0.438	0.378	0.129	0.993	1.090	0.236	0.254	NSEI
p_yellow	13	8	1	0.437	0.373	0.127	0.992	1.085	0.239	0.268	NSEI
p_yellow	13	8	2	0.445	0.384	0.132	0.993	1.073	0.237	0.258	NSEI
p_yellow	13	9	1	0.441	0.379	0.126	0.993	1.079	0.237	0.262	NSEI
p_yellow	13	9	2	0.445	0.387	0.133	0.993	1.083	0.235	0.247	NSEI
p_pelagic	14	1	2	0.402	0.391	0.177	0.666	1.011	0.128	0.086	NSEO
p_yellow	14	1	1	0.575	0.555	0.263	0.994	1.017	0.188	0.106	NSEO
p_yellow	14	10	1	0.578	0.560	0.251	0.994	1.014	0.190	0.095	NSEO
p_yellow	14	10	2	0.622	0.612	0.291	0.994	1.011	0.179	0.056	NSEO
p_pelagic	14	11	1	0.432	0.427	0.205	0.680	1.011	0.125	0.040	NSEO
p_yellow	14	11	1	0.575	0.555	0.251	0.994	1.012	0.188	0.106	NSEO
p_yellow	14	11	2	0.619	0.613	0.283	0.995	1.013	0.183	0.033	NSEO
p_yellow	14	12	2	0.616	0.611	0.271	0.995	1.010	0.184	0.027	NSEO
p_yellow	14	13	1	0.576	0.559	0.246	0.993	1.015	0.189	0.090	NSEO
p_yellow	14	13	2	0.613	0.604	0.293	0.995	1.014	0.184	0.049	NSEO
p_pelagic	14	14	2	0.405	0.399	0.186	0.663	1.010	0.125	0.048	NSEO
p_yellow	14	15	1	0.573	0.558	0.244	0.994	1.021	0.190	0.079	NSEO
p_yellow	14	15	2	0.613	0.599	0.290	0.995	1.010	0.182	0.077	NSEO
p_yellow	14	16	1	0.581	0.561	0.255	0.994	1.013	0.189	0.106	NSEO
p_yellow	14	16	2	0.620	0.612	0.291	0.995	1.011	0.180	0.045	NSEO
p_yellow	14	17	1	0.569	0.550	0.240	0.994	1.013	0.190	0.100	NSEO
p_yellow	14	17	2	0.612	0.601	0.278	0.994	1.012	0.184	0.060	NSEO
p_yellow	14	18	1	0.572	0.554	0.234	0.993	1.013	0.192	0.094	NSEO
p_yellow	14	18	2	0.616	0.604	0.287	0.995	1.013	0.182	0.066	NSEO
p_yellow	14	19	1	0.578	0.564	0.247	0.993	1.015	0.190	0.074	NSEO
p_yellow	14	19	2	0.617	0.606	0.286	0.995	1.011	0.180	0.061	NSEO
p_pelagic	14	2	1	0.430	0.421	0.204	0.687	1.015	0.126	0.071	NSEO
p_yellow	14	2	1	0.579	0.561	0.251	0.993	1.013	0.189	0.095	NSEO
p_yellow	14	20	1	0.579	0.559	0.252	0.993	1.016	0.186	0.108	NSEO
p_yellow	14	20	2	0.614	0.607	0.276	0.995	1.011	0.183	0.038	NSEO
p_yellow	14	21	1	0.578	0.566	0.249	0.994	1.014	0.189	0.063	NSEO
p_yellow	14	21	2	0.614	0.605	0.300	0.995	1.011	0.180	0.050	NSEO
p_yellow	14	22	1	0.579	0.562	0.249	0.994	1.011	0.187	0.091	NSEO
p_yellow	14	23	1	0.605	0.593	0.280	0.994	1.013	0.179	0.067	NSEO
p_yellow	14	23	2	0.617	0.610	0.277	0.994	1.011	0.183	0.038	NSEO
p_yellow	14	24	1	0.607	0.593	0.294	0.994	1.010	0.176	0.080	NSEO
p_yellow	14	24	2	0.617	0.608	0.294	0.995	1.012	0.180	0.050	NSEO
p_yellow	14	25	1	0.594	0.582	0.278	0.994	1.015	0.180	0.067	NSEO
p_yellow	14	26	1	0.585	0.573	0.255	0.993	1.011	0.190	0.063	NSEO
p_yellow	14	27	1	0.600	0.586	0.268	0.994	1.011	0.183	0.076	NSEO
p_yellow	14	28	1	0.586	0.571	0.274	0.993	1.014	0.182	0.082	NSEO
p_yellow	14	29	1	0.580	0.572	0.253	0.983	1.010	0.183	0.044	NSEO
p_yellow	14	29	2	0.611	0.606	0.279	0.986	1.011	0.178	0.028	NSEO
p_yellow	14	3	1	0.576	0.562	0.239	0.994	1.012	0.191	0.073	NSEO
p_yellow	14	3	2	0.614	0.601	0.289	0.994	1.012	0.183	0.071	NSEO
p_yellow	14	4	1	0.578	0.563	0.247	0.994	1.015	0.189	0.079	NSEO
p_yellow	14	4	2	0.619	0.613	0.277	0.994	1.011	0.184	0.033	NSEO
p_yellow	14	5	1	0.578	0.558	0.258	0.994	1.012	0.188	0.107	NSEO
p_pelagic	14	6	2	0.399	0.393	0.175	0.653	1.012	0.126	0.048	NSEO
p_yellow	14	6	1	0.581	0.567	0.244	0.992	1.013	0.188	0.074	NSEO
p_yellow	14	6	2	0.614	0.599	0.279	0.995	1.013	0.181	0.083	NSEO
p_pelagic	14	7	1	0.431	0.426	0.202	0.677	1.012	0.126	0.040	NSEO
p_pelagic	14	7	2	0.402	0.396	0.176	0.656	1.017	0.125	0.048	NSEO
p_yellow	14	7	1	0.576	0.561	0.254	0.993	1.016	0.189	0.079	NSEO
p_yellow	14	8	1	0.578	0.563	0.257	0.993	1.014	0.190	0.079	NSEO
p_yellow	14	8	2	0.620	0.609	0.281	0.994	1.012	0.181	0.061	NSEO
p_pelagic	14	9	2	0.399	0.393	0.180	0.653	1.015	0.124	0.048	NSEO
p_yellow	14	9	1	0.579	0.565	0.257	0.993	1.011	0.189	0.074	NSEO
p_yellow	14	9	2	0.617	0.610	0.286	0.994	1.012	0.182	0.038	NSEO
p_pelagic	16	1	1	0.396	0.389	0.145	0.678	1.044	0.143	0.049	SSEO
p_pelagic	16	1	2	0.373	0.367	0.133	0.659	1.050	0.138	0.043	SSEO
p_pelagic	16	10	1	0.399	0.393	0.155	0.670	1.058	0.139	0.043	SSEO
p_pelagic	16	10	2	0.373	0.366	0.137	0.642	1.042	0.135	0.052	SSEO
p_pelagic	16	11	1	0.400	0.398	0.157	0.672	1.043	0.135	0.015	SSEO
p_pelagic	16	11	2	0.378	0.374	0.134	0.653	1.045	0.137	0.029	SSEO
p_pelagic	16	12	1	0.400	0.393	0.156	0.676	1.045	0.136	0.051	SSEO
p_pelagic	16	12	2	0.377	0.371	0.141	0.651	1.037	0.136	0.044	SSEO
p_pelagic	16	13	1	0.399	0.391	0.156	0.679	1.042	0.137	0.058	SSEO
p_pelagic	16	13	2	0.374	0.367	0.143	0.653	1.043	0.134	0.052	SSEO
p_pelagic	16	14	1	0.385	0.380	0.159	0.658	1.037	0.131	0.038	SSEO
p_pelagic	16	14	2	0.372	0.360	0.137	0.654	1.042	0.136	0.088	SSEO
p_pelagic	16	15	1	0.390	0.383	0.156	0.660	1.041	0.131	0.053	SSEO
p_pelagic	16	15	2	0.379	0.370	0.151	0.662	1.031	0.136	0.066	SSEO
p_pelagic	16	16	1	0.389	0.381	0.166	0.660	1.039	0.131	0.061	SSEO
p_pelagic	16	16	2	0.377	0.370	0.139	0.649	1.030	0.133	0.053	SSEO
p_pelagic	16	17	1	0.438	0.436	0.201	0.695	1.021	0.127	0.016	SSEO
p_pelagic	16	17	2	0.397	0.392	0.160	0.663	1.031	0.134	0.037	SSEO
p_pelagic	16	18	1	0.417	0.411	0.189	0.668	1.032	0.129	0.047	SSEO
p_pelagic	16	18	2	0.395	0.389	0.161	0.663	1.033	0.133	0.045	SSEO
p_pelagic	16	19	1	0.406	0.405	0.174	0.666	1.025	0.129	0.008	SSEO
p_pelagic	16	19	2	0.393	0.387	0.157	0.658	1.024	0.132	0.046	SSEO
p_pelagic	16	2	1	0.391	0.386	0.145	0.675	1.054	0.141	0.035	SSEO
p_pelagic	16	2	2	0.370	0.361	0.132	0.663	1.042	0.140	0.064	SSEO
p_pelagic	16	20	1	0.412	0.405	0.187	0.663	1.017	0.125	0.056	SSEO
p_pelagic	16	20	2	0.395	0.386	0.167	0.656	1.022	0.129	0.070	SSEO
p_pelagic	16	21	1	0.396	0.385	0.175	0.657	1.021	0.127	0.086	SSEO
p_pelagic	16	21	2	0.393	0.384	0.175	0.647	1.016	0.126	0.071	SSEO
p_pelagic	16	23	2	0.312	0.299	0.126	0.566	1.015	0.115	0.113	SSEO
p_pelagic	16	3	1	0.394	0.388	0.147	0.684	1.055	0.142	0.042	SSEO
p_pelagic	16	3	2	0.375	0.370	0.132	0.658	1.042	0.137	0.036	SSEO
p_dsr	16	30	1	0.418	0.417	0.392	0.445	1.021	0.013	0.076	SSEO
p_dsr	16	31	1	0.403	0.402	0.375	0.434	1.167	0.016	0.063	SSEO
p_slope	16	36	1	0.061	0.062	0.042	0.079	1.034	0.009	-0.109	SSEO
p_slope	16	37	1	0.065	0.066	0.047	0.082	1.012	0.009	-0.115	SSEO
p_pelagic	16	4	1	0.392	0.387	0.142	0.675	1.039	0.138	0.036	SSEO
p_pelagic	16	4	2	0.373	0.366	0.128	0.648	1.052	0.140	0.050	SSEO
p_pelagic	16	42	1	0.833	0.833	0.827	0.840	1.103	0.003	0.000	SSEO
p_yellow	16	42	1	0.406	0.406	0.386	0.429	1.036	0.011	0.000	SSEO
p_dsr	16	42	1	0.451	0.441	0.407	0.510	3.607	0.030	0.329	SSEO
p_slope	16	42	1	0.167	0.180	0.109	0.210	4.749	0.032	-0.408	SSEO
p_pelagic	16	5	1	0.392	0.387	0.143	0.674	1.047	0.141	0.035	SSEO
p_pelagic	16	5	2	0.374	0.368	0.135	0.652	1.047	0.137	0.044	SSEO
p_pelagic	16	6	1	0.396	0.395	0.140	0.682	1.056	0.142	0.007	SSEO
p_pelagic	16	6	2	0.371	0.362	0.135	0.652	1.039	0.139	0.065	SSEO
p_pelagic	16	7	1	0.393	0.387	0.141	0.672	1.041	0.141	0.042	SSEO
p_pelagic	16	7	2	0.379	0.373	0.143	0.660	1.048	0.139	0.043	SSEO
p_pelagic	16	8	1	0.397	0.389	0.149	0.674	1.053	0.140	0.057	SSEO
p_pelagic	16	8	2	0.374	0.368	0.128	0.650	1.044	0.139	0.043	SSEO
p_pelagic	16	9	1	0.395	0.389	0.149	0.673	1.042	0.139	0.043	SSEO
p_pelagic	16	9	2	0.373	0.365	0.134	0.645	1.054	0.135	0.059	SSEO
p_pelagic	3	1	1	0.555	0.560	0.292	0.794	1.025	0.132	-0.038	PWSI
p_pelagic	3	1	2	0.194	0.181	0.062	0.398	1.012	0.087	0.150	PWSI
p_pelagic	3	10	1	0.550	0.559	0.278	0.790	1.034	0.131	-0.069	PWSI
p_pelagic	3	10	2	0.191	0.177	0.068	0.394	1.023	0.086	0.163	PWSI
p_pelagic	3	11	1	0.554	0.561	0.284	0.788	1.028	0.130	-0.054	PWSI
p_pelagic	3	11	2	0.193	0.180	0.065	0.400	1.011	0.085	0.152	PWSI
p_pelagic	3	12	1	0.554	0.558	0.284	0.797	1.024	0.133	-0.030	PWSI
p_pelagic	3	12	2	0.192	0.180	0.067	0.390	1.015	0.084	0.143	PWSI
p_pelagic	3	13	1	0.555	0.563	0.285	0.794	1.029	0.133	-0.060	PWSI
p_pelagic	3	13	2	0.193	0.178	0.067	0.405	1.011	0.088	0.170	PWSI
p_pelagic	3	14	1	0.556	0.563	0.284	0.789	1.039	0.133	-0.053	PWSI
p_pelagic	3	14	2	0.198	0.186	0.069	0.396	1.016	0.086	0.139	PWSI
p_pelagic	3	15	1	0.552	0.555	0.290	0.784	1.021	0.130	-0.023	PWSI
p_pelagic	3	15	2	0.190	0.175	0.067	0.401	1.022	0.085	0.176	PWSI
p_pelagic	3	16	1	0.554	0.561	0.295	0.784	1.014	0.127	-0.055	PWSI
p_pelagic	3	16	2	0.190	0.175	0.069	0.387	1.015	0.083	0.181	PWSI
p_pelagic	3	17	1	0.554	0.556	0.299	0.789	1.022	0.129	-0.016	PWSI
p_pelagic	3	17	2	0.193	0.181	0.065	0.401	1.011	0.086	0.140	PWSI
p_pelagic	3	18	1	0.556	0.560	0.299	0.792	1.013	0.128	-0.031	PWSI
p_pelagic	3	19	1	0.556	0.563	0.297	0.794	1.018	0.131	-0.054	PWSI
p_pelagic	3	19	2	0.195	0.182	0.066	0.396	1.015	0.086	0.151	PWSI
p_pelagic	3	2	1	0.550	0.555	0.274	0.801	1.045	0.135	-0.037	PWSI
p_pelagic	3	2	2	0.194	0.182	0.062	0.395	1.022	0.087	0.138	PWSI
p_pelagic	3	3	1	0.554	0.557	0.292	0.795	1.040	0.131	-0.023	PWSI
p_pelagic	3	3	2	0.192	0.178	0.064	0.403	1.026	0.088	0.160	PWSI
p_pelagic	3	4	1	0.557	0.563	0.290	0.798	1.019	0.132	-0.045	PWSI
p_pelagic	3	4	2	0.192	0.177	0.062	0.389	1.013	0.086	0.174	PWSI
p_pelagic	3	5	1	0.553	0.557	0.297	0.787	1.023	0.130	-0.031	PWSI
p_pelagic	3	5	2	0.193	0.180	0.062	0.390	1.025	0.085	0.153	PWSI
p_pelagic	3	6	1	0.554	0.562	0.288	0.791	1.024	0.131	-0.061	PWSI
p_pelagic	3	6	2	0.192	0.179	0.062	0.397	1.022	0.086	0.151	PWSI
p_pelagic	3	7	1	0.553	0.559	0.289	0.795	1.024	0.132	-0.045	PWSI
p_pelagic	3	7	2	0.193	0.180	0.069	0.397	1.020	0.084	0.154	PWSI
p_pelagic	3	8	1	0.553	0.557	0.302	0.785	1.020	0.128	-0.031	PWSI
p_pelagic	3	8	2	0.195	0.183	0.064	0.403	1.013	0.088	0.137	PWSI
p_pelagic	3	9	1	0.555	0.559	0.292	0.798	1.032	0.131	-0.031	PWSI
p_pelagic	3	9	2	0.192	0.178	0.067	0.390	1.020	0.085	0.165	PWSI
p_yellow	4	15	1	0.882	0.897	0.701	0.972	1.011	0.070	-0.213	PWSO
p_pelagic	4	16	1	0.554	0.559	0.294	0.787	1.010	0.129	-0.039	PWSO
p_pelagic	4	18	1	0.555	0.555	0.305	0.789	1.011	0.129	0.000	PWSO
p_pelagic	4	5	1	0.556	0.562	0.300	0.785	1.010	0.127	-0.047	PWSO
p_pelagic	4	7	1	0.563	0.570	0.312	0.792	1.011	0.127	-0.055	PWSO
p_black	8	40	1	0.479	0.416	0.342	0.962	1.214	0.182	0.347	afognak

Table Xb. True parameters with an Rhat in excess of 1.1

variable	area_n	year/species	mean	median	lower	upper	Rhat	sd	skew	area
beta3_pH	10	1	32.387	32.356	30.085	35.048	1.149	1.213	0.026	northeast
beta0_pH	11	1	-0.037	-0.025	-0.683	0.588	1.281	0.332	-0.036	CSEO
beta1_pH	11	1	3.483	3.469	2.535	4.415	1.206	0.514	0.027	CSEO
beta2_pH	11	1	0.355	0.320	0.195	0.716	1.140	0.140	0.250	CSEO
beta0_pelagic	11		-0.160	-0.154	-0.548	0.147	1.209	0.182	-0.033	CSEO
beta1_pelagic	11		1.223	1.202	0.771	1.823	1.154	0.272	0.077	CSEO
beta3_pelagic	11		30.540	30.281	28.006	34.620	1.205	1.570	0.165	CSEO
beta0_pH	13	4	0.545	0.597	-0.601	1.489	1.175	0.528	-0.098	NSEI
beta1_pH	13	4	1.462	1.444	0.471	2.563	1.154	0.527	0.034	NSEI
beta1_yellow	13		1.239	0.758	0.023	6.336	1.122	1.440	0.334	NSEI
beta2_yellow	13		-6.805	-4.993	-20.559	-0.358	1.254	6.266	-0.289	NSEI
beta1_pelagic	14		1.944	1.775	1.127	3.312	1.475	0.591	0.286	NSEO
beta3_pelagic	14		34.661	34.113	31.506	39.809	1.311	2.203	0.249	NSEO
beta1_yellow	14		0.772	0.395	0.012	5.102	1.103	1.229	0.307	NSEO
beta0_pH	15	4	0.608	0.589	-0.136	1.466	1.111	0.411	0.046	SSEI
beta0_yellow	15		-1.360	-1.241	-2.946	-1.038	1.403	0.430	-0.277	SSEI
beta1_yellow	15		0.278	0.095	0.011	1.931	1.321	0.466	0.392	SSEI
beta2_yellow	15		-5.568	-3.488	-20.617	-0.167	1.379	5.598	-0.372	SSEI
beta3_yellow	15		37.121	36.819	30.239	43.810	1.166	4.312	0.070	SSEI
beta3_pH	16	4	41.622	41.624	40.934	42.428	1.166	0.401	-0.005	SSEO
beta0_pelagic	16		-0.485	-0.362	-1.363	0.034	1.175	0.399	-0.308	SSEO
beta1_pelagic	16		1.556	1.413	0.763	2.931	1.179	0.580	0.247	SSEO
beta0_dsr	16		0.160	0.160	0.128	0.193	1.134	0.016	0.000	SSEO
beta1_pH	2	1	1.684	1.594	1.068	3.059	1.142	0.473	0.190	NG
beta3_pH	2	1	32.849	32.605	30.260	37.600	1.196	1.847	0.132	NG
beta0_yellow	2		0.510	0.544	-0.161	0.685	1.278	0.186	-0.183	NG
beta3_yellow	2		29.175	28.728	27.285	33.836	1.203	1.935	0.231	NG
beta1_pH	3	1	1.865	1.792	1.171	3.064	1.108	0.474	0.154	PWSI
beta0_pelagic	3		0.222	0.288	-0.419	0.607	1.215	0.257	-0.257	PWSI
beta1_pelagic	3		0.739	0.688	0.249	1.728	1.246	0.318	0.160	PWSI
beta3_pelagic	4		26.640	26.373	23.739	33.762	1.192	2.116	0.126	PWSO
beta0_pH	6	1	-0.516	-0.375	-2.321	0.061	1.145	0.538	-0.262	SOKO2SAP
beta2_pH	9	3	0.238	0.176	0.082	0.803	1.189	0.322	0.192	eastside
lambda_H	15		0.019	0.013	0.003	0.060	1.222	0.039	0.155	SSEI

Table Xc. Summary statistics describing the characteristics of the derived harvest and release estimates that are not converged relative to an Rhat of 1.01.

Statistic	non.BSAI.SOKO.Harv	BSAI.SOKO.Harv	non.BSAI.SOKO.Rel	BSAI.SOKO.Rel
n unconverged at Rhat = 1.01	832.00	227.00	1,205.00	376.00
Prop. of total	0.79	0.21	0.76	0.24
Prop. median less than 1	0.15	0.21	0.28	0.40
Prop. median less than 10	0.25	0.54	0.46	0.71
Prop. median less than 50	0.37	0.72	0.62	0.75
Median of the median values	288.78	8.29	15.85	2.25
Mean of the median values	1,051.97	564.37	334.19	242.05
Mean skew of posteriors	0.21	0.28	0.26	0.25

Table Xd. Summary statistics describing the characteristics of the derived harvest and release estimates that are not converged relative to an Rhat of 1.1.

Statistic	non.BSAI.SOKO.Harv	BSAI.SOKO.Harv	non.BSAI.SOKO.Rel	BSAI.SOKO.Rel
n unconverged at Rhat = 1.1	14.00	12.00	79.00	51.00
Prop. of total	0.54	0.46	0.61	0.39
Prop. median less than 1	0.07	0.50	0.65	0.51
Prop. median less than 10	0.07	0.83	0.71	0.76
Prop. median less than 50	0.07	1.00	0.75	0.78
Median of the median values	768.40	1.66	0.02	0.96
Mean of the median values	764.51	3.86	75.54	27.93
Mean skew of posteriors	0.23	0.22	0.17	0.19

Table Xe. All parameters and derived quantities that are not converged relative to an Rhat of 1.1.

variable	Freq
beta0_dsr	1
beta0_pelagic	3
beta0_pH	4
beta0_yellow	2
beta1_pelagic	4
beta1_pH	3
beta1_yellow	2
beta2_pH	2
beta2_yellow	2
beta3_pelagic	3
beta3_pH	3
beta3_yellow	2
H_ay	4
H_ayg	1
H_ayu	4
Hb_ay	5
Hb_ayg	3
Hb_ayu	3
Hd_ay	1
Hd_ayg	2
Ho_ay	4
Ho_ayu	4
Hp_ay	3
Hp_ayg	2
Hp_ayu	3
Hs_ay	2
Hs_ayg	2
Hs_ayu	3
Hy_ay	4
Hy_ayg	1
Hy_ayu	5
lambda_H	1
p_black	1
p_dsr	2
p_slope	2
pH	13
R_ay	5
R_ayg	6
R_ayu	9
Rb_ay	5
Rb_ayg	7
Rb_ayu	4
Rd_ay	4
Rd_ayg	4
Rd_ayu	2
re_black	1
re_dsr	2
re_pelagic	23
re_pH	15
re_slope	2
Ro_ay	16
Ro_ayg	19
Ro_ayu	31
Rp_ay	5
Rp_ayg	6
Rp_ayu	4
Rs_ay	4
Rs_ayg	8
Rs_ayu	18
Ry_ay	9
Ry_ayg	6
Ry_ayu	23

Parameter estimates:

Summary Table of Parameter Estimates
Parameter	mean	sd	Lower_CI	Median	Upper_CI
mu_bc_H[1]	-0.021	0.071	-0.154	-0.025	0.125
mu_bc_H[2]	0.074	0.056	-0.027	0.072	0.188
mu_bc_H[3]	-0.271	0.067	-0.395	-0.273	-0.131
mu_bc_H[4]	-0.938	0.186	-1.313	-0.933	-0.589
mu_bc_H[5]	1.385	1.177	0.117	1.094	4.527
mu_bc_H[6]	-2.432	0.319	-3.036	-2.440	-1.803
mu_bc_H[7]	-0.452	0.098	-0.651	-0.448	-0.263
mu_bc_H[8]	0.270	0.352	-0.307	0.233	1.080
mu_bc_H[9]	-0.253	0.123	-0.479	-0.255	-0.004
mu_bc_H[10]	0.050	0.066	-0.071	0.047	0.186
mu_bc_H[11]	-0.122	0.038	-0.196	-0.121	-0.047
mu_bc_H[12]	-0.262	0.107	-0.493	-0.255	-0.061
mu_bc_H[13]	-0.155	0.070	-0.290	-0.156	-0.020
mu_bc_H[14]	-0.312	0.090	-0.498	-0.309	-0.145
mu_bc_H[15]	-0.339	0.046	-0.430	-0.339	-0.242
mu_bc_H[16]	-0.124	0.373	-0.751	-0.161	0.736
mu_bc_R[1]	1.044	0.127	0.793	1.044	1.294
mu_bc_R[2]	1.018	0.078	0.851	1.019	1.166
mu_bc_R[3]	0.242	0.093	0.054	0.242	0.418
mu_bc_R[4]	0.665	0.202	0.253	0.669	1.042
mu_bc_R[5]	1.694	0.380	0.957	1.685	2.444
mu_bc_R[6]	-1.468	0.345	-2.141	-1.468	-0.791
mu_bc_R[7]	0.508	0.167	0.164	0.514	0.834
mu_bc_R[8]	0.647	0.149	0.361	0.642	0.951
mu_bc_R[9]	0.397	0.167	0.058	0.405	0.702
mu_bc_R[10]	0.891	0.101	0.697	0.888	1.097
mu_bc_R[11]	1.105	0.078	0.955	1.103	1.259
mu_bc_R[12]	0.865	0.165	0.538	0.863	1.191
mu_bc_R[13]	1.050	0.087	0.870	1.052	1.217
mu_bc_R[14]	0.859	0.123	0.618	0.858	1.096
mu_bc_R[15]	0.806	0.096	0.616	0.807	0.996
mu_bc_R[16]	1.354	0.112	1.137	1.355	1.572
tau_pH[1]	2.416	0.183	2.088	2.413	2.795
tau_pH[2]	1.631	0.149	1.354	1.627	1.933
tau_pH[3]	1.222	0.112	1.020	1.215	1.461
tau_pH[4]	1.100	0.152	0.833	1.089	1.419
tau_pH[5]	0.441	0.078	0.306	0.436	0.608
beta0_pH[1,1]	0.558	0.168	0.204	0.568	0.854
beta0_pH[2,1]	1.394	0.175	1.019	1.414	1.672
beta0_pH[3,1]	1.366	0.222	0.840	1.386	1.753
beta0_pH[4,1]	1.575	0.226	1.053	1.597	1.960
beta0_pH[5,1]	-0.697	0.337	-1.443	-0.674	-0.093
beta0_pH[6,1]	-0.516	0.538	-2.321	-0.375	0.061
beta0_pH[7,1]	0.758	0.011	0.737	0.758	0.779
beta0_pH[8,1]	-0.510	0.301	-1.119	-0.522	0.046
beta0_pH[9,1]	-0.261	0.308	-0.973	-0.221	0.240
beta0_pH[10,1]	0.299	0.183	-0.084	0.308	0.636
beta0_pH[11,1]	-0.037	0.332	-0.683	-0.025	0.588
beta0_pH[12,1]	0.633	0.211	0.187	0.645	1.029
beta0_pH[13,1]	-0.676	0.163	-1.012	-0.669	-0.381
beta0_pH[14,1]	0.025	0.175	-0.350	0.035	0.343
beta0_pH[15,1]	0.097	0.177	-0.274	0.115	0.400
beta0_pH[16,1]	-0.885	0.177	-1.215	-0.888	-0.545
beta0_pH[1,2]	2.563	0.083	2.405	2.561	2.729
beta0_pH[2,2]	3.079	0.021	3.036	3.079	3.120
beta0_pH[3,2]	3.626	0.041	3.546	3.626	3.708
beta0_pH[4,2]	2.935	0.019	2.898	2.935	2.974
beta0_pH[5,2]	4.531	1.394	2.733	4.273	7.934
beta0_pH[6,2]	3.323	0.158	3.017	3.322	3.639
beta0_pH[7,2]	2.033	0.050	1.935	2.033	2.134
beta0_pH[8,2]	2.820	0.065	2.697	2.819	2.950
beta0_pH[9,2]	3.953	0.205	3.564	3.950	4.357
beta0_pH[10,2]	3.995	0.129	3.758	3.992	4.250
beta0_pH[11,2]	1.885	0.009	1.867	1.886	1.903
beta0_pH[12,2]	1.792	0.067	1.662	1.791	1.926
beta0_pH[13,2]	2.497	0.027	2.447	2.497	2.550
beta0_pH[14,2]	1.802	0.024	1.757	1.802	1.849
beta0_pH[15,2]	2.545	0.017	2.512	2.545	2.578
beta0_pH[16,2]	2.765	0.025	2.717	2.765	2.813
beta0_pH[1,3]	1.124	0.351	0.280	1.181	1.674
beta0_pH[2,3]	2.126	0.018	2.091	2.126	2.160
beta0_pH[3,3]	2.693	0.024	2.646	2.692	2.740
beta0_pH[4,3]	2.980	0.034	2.915	2.981	3.049
beta0_pH[5,3]	3.511	2.332	0.899	2.937	10.089
beta0_pH[6,3]	1.352	0.367	0.718	1.325	2.129
beta0_pH[7,3]	0.860	0.050	0.765	0.861	0.960
beta0_pH[8,3]	0.269	0.216	-0.214	0.288	0.638
beta0_pH[9,3]	-2.431	1.152	-5.044	-2.298	-0.554
beta0_pH[10,3]	-0.510	0.851	-2.495	-0.391	0.830
beta0_pH[11,3]	1.120	0.534	-0.096	1.161	2.007
beta0_pH[12,3]	0.984	0.641	-0.369	0.975	2.266
beta0_pH[13,3]	1.039	0.485	-0.056	1.068	1.909
beta0_pH[14,3]	0.600	0.443	-0.404	0.645	1.319
beta0_pH[15,3]	0.722	0.449	-0.307	0.769	1.483
beta0_pH[16,3]	1.199	0.624	-0.030	1.171	2.471
beta0_pH[11,4]	0.842	0.459	-0.129	0.851	1.754
beta0_pH[12,4]	0.821	0.690	-0.552	0.808	2.212
beta0_pH[13,4]	0.545	0.528	-0.601	0.597	1.489
beta0_pH[14,4]	0.372	0.385	-0.417	0.405	1.058
beta0_pH[15,4]	0.608	0.411	-0.136	0.589	1.466
beta0_pH[16,4]	0.850	0.564	-0.235	0.823	2.034
beta0_pH[11,5]	2.962	0.144	2.697	2.957	3.261
beta0_pH[12,5]	-0.891	0.504	-1.933	-0.877	0.065
beta0_pH[13,5]	4.873	0.418	4.083	4.865	5.712
beta0_pH[14,5]	3.879	0.362	3.215	3.860	4.642
beta0_pH[15,5]	2.288	0.124	2.058	2.285	2.545
beta0_pH[16,5]	0.257	0.067	0.160	0.246	0.423
beta1_pH[1,1]	2.560	0.499	1.813	2.491	3.892
beta1_pH[2,1]	1.684	0.473	1.068	1.594	3.059
beta1_pH[3,1]	1.865	0.474	1.171	1.792	3.064
beta1_pH[4,1]	1.936	0.477	1.230	1.868	3.209
beta1_pH[5,1]	2.187	0.425	1.446	2.160	3.119
beta1_pH[6,1]	2.022	0.855	1.036	1.800	4.607
beta1_pH[7,1]	0.000	0.000	0.000	0.000	0.000
beta1_pH[8,1]	2.133	0.766	1.096	1.977	4.138
beta1_pH[9,1]	1.885	0.525	1.133	1.791	3.340
beta1_pH[10,1]	2.063	0.332	1.480	2.046	2.742
beta1_pH[11,1]	3.483	0.514	2.535	3.469	4.415
beta1_pH[12,1]	2.885	0.307	2.281	2.873	3.528
beta1_pH[13,1]	3.480	0.261	3.019	3.474	4.034
beta1_pH[14,1]	2.848	0.324	2.284	2.814	3.539
beta1_pH[15,1]	2.336	0.282	1.871	2.312	2.913
beta1_pH[16,1]	4.044	0.245	3.547	4.057	4.460
beta1_pH[1,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[2,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[3,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[4,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[5,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[6,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[7,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[8,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[9,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[10,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[11,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[12,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[13,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[14,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[15,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[16,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[1,3]	2.069	1.322	0.049	1.883	5.761
beta1_pH[2,3]	0.000	0.000	0.000	0.000	0.000
beta1_pH[3,3]	0.000	0.000	0.000	0.000	0.000
beta1_pH[4,3]	0.000	0.000	0.000	0.000	0.000
beta1_pH[5,3]	0.000	0.000	0.000	0.000	0.000
beta1_pH[6,3]	0.000	0.000	0.000	0.000	0.000
beta1_pH[7,3]	0.000	0.000	0.000	0.000	0.000
beta1_pH[8,3]	4.823	2.658	0.649	4.238	11.535
beta1_pH[9,3]	8.142	2.892	3.605	7.763	14.117
beta1_pH[10,3]	6.541	2.670	2.795	6.049	12.660
beta1_pH[11,3]	2.163	0.589	1.105	2.126	3.460
beta1_pH[12,3]	3.220	0.661	1.953	3.193	4.587
beta1_pH[13,3]	1.956	0.518	1.004	1.948	3.062
beta1_pH[14,3]	2.183	0.496	1.364	2.136	3.236
beta1_pH[15,3]	2.100	0.521	1.213	2.052	3.252
beta1_pH[16,3]	3.674	0.682	2.289	3.699	5.009
beta1_pH[11,4]	1.989	0.506	0.935	2.011	2.897
beta1_pH[12,4]	3.224	0.709	1.786	3.234	4.643
beta1_pH[13,4]	1.462	0.527	0.471	1.444	2.563
beta1_pH[14,4]	2.012	0.450	1.162	1.992	2.903
beta1_pH[15,4]	1.415	0.477	0.408	1.436	2.303
beta1_pH[16,4]	3.560	0.640	2.243	3.593	4.769
beta1_pH[11,5]	0.000	0.000	0.000	0.000	0.000
beta1_pH[12,5]	0.000	0.000	0.000	0.000	0.000
beta1_pH[13,5]	0.000	0.000	0.000	0.000	0.000
beta1_pH[14,5]	0.000	0.000	0.000	0.000	0.000
beta1_pH[15,5]	0.000	0.000	0.000	0.000	0.000
beta1_pH[16,5]	0.000	0.000	0.000	0.000	0.000
beta2_pH[1,1]	1.269	0.869	0.316	0.935	3.413
beta2_pH[2,1]	1.585	1.002	0.192	1.340	3.447
beta2_pH[3,1]	1.249	0.840	0.191	1.025	2.938
beta2_pH[4,1]	1.164	0.819	0.200	0.882	2.928
beta2_pH[5,1]	2.641	2.752	0.337	1.726	10.468
beta2_pH[6,1]	1.687	2.693	0.120	0.600	10.535
beta2_pH[7,1]	0.000	0.000	0.000	0.000	0.000
beta2_pH[8,1]	1.539	2.471	0.158	0.507	9.914
beta2_pH[9,1]	1.589	2.304	0.171	0.691	9.274
beta2_pH[10,1]	1.927	2.446	0.349	0.970	9.818
beta2_pH[11,1]	0.355	0.140	0.195	0.320	0.716
beta2_pH[12,1]	1.552	0.785	0.623	1.319	3.609
beta2_pH[13,1]	1.014	0.420	0.494	0.930	2.022
beta2_pH[14,1]	1.075	0.638	0.424	0.888	3.101
beta2_pH[15,1]	1.087	0.602	0.367	0.919	2.794
beta2_pH[16,1]	1.085	0.371	0.661	1.004	2.024
beta2_pH[1,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[2,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[3,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[4,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[5,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[6,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[7,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[8,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[9,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[10,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[11,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[12,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[13,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[14,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[15,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[16,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[1,3]	6.671	6.679	0.117	4.969	22.837
beta2_pH[2,3]	0.000	0.000	0.000	0.000	0.000
beta2_pH[3,3]	0.000	0.000	0.000	0.000	0.000
beta2_pH[4,3]	0.000	0.000	0.000	0.000	0.000
beta2_pH[5,3]	0.000	0.000	0.000	0.000	0.000
beta2_pH[6,3]	0.000	0.000	0.000	0.000	0.000
beta2_pH[7,3]	0.000	0.000	0.000	0.000	0.000
beta2_pH[8,3]	1.455	1.354	0.161	1.025	5.312
beta2_pH[9,3]	0.238	0.322	0.082	0.176	0.803
beta2_pH[10,3]	0.412	0.654	0.107	0.262	1.596
beta2_pH[11,3]	-6.510	5.161	-20.480	-5.089	-0.601
beta2_pH[12,3]	-7.288	4.957	-19.852	-6.142	-1.218
beta2_pH[13,3]	-6.592	4.918	-19.580	-5.186	-1.031
beta2_pH[14,3]	-6.677	4.843	-19.498	-5.174	-1.189
beta2_pH[15,3]	-6.893	4.943	-20.040	-5.565	-1.057
beta2_pH[16,3]	-6.744	4.771	-19.725	-5.302	-1.485
beta2_pH[11,4]	-6.374	4.616	-17.606	-5.130	-0.815
beta2_pH[12,4]	-6.643	4.552	-18.013	-5.425	-1.159
beta2_pH[13,4]	-6.416	4.576	-17.882	-5.183	-0.900
beta2_pH[14,4]	-6.492	4.481	-17.677	-5.172	-1.275
beta2_pH[15,4]	-6.685	4.533	-17.953	-5.483	-1.151
beta2_pH[16,4]	-6.692	4.370	-17.554	-5.346	-1.628
beta2_pH[11,5]	0.000	0.000	0.000	0.000	0.000
beta2_pH[12,5]	0.000	0.000	0.000	0.000	0.000
beta2_pH[13,5]	0.000	0.000	0.000	0.000	0.000
beta2_pH[14,5]	0.000	0.000	0.000	0.000	0.000
beta2_pH[15,5]	0.000	0.000	0.000	0.000	0.000
beta2_pH[16,5]	0.000	0.000	0.000	0.000	0.000
beta3_pH[1,1]	34.945	1.137	32.889	34.941	37.455
beta3_pH[2,1]	32.849	1.847	30.260	32.605	37.600
beta3_pH[3,1]	32.997	1.618	29.858	33.010	36.424
beta3_pH[4,1]	32.830	2.141	29.092	32.750	38.014
beta3_pH[5,1]	27.652	1.101	26.153	27.500	30.561
beta3_pH[6,1]	32.683	3.252	24.979	32.786	40.227
beta3_pH[7,1]	25.000	0.000	25.000	25.000	25.000
beta3_pH[8,1]	35.088	3.857	29.064	34.957	41.955
beta3_pH[9,1]	32.090	2.231	28.224	31.860	36.887
beta3_pH[10,1]	32.387	1.213	30.085	32.356	35.048
beta3_pH[11,1]	31.119	1.086	29.178	31.082	33.197
beta3_pH[12,1]	30.768	0.501	29.732	30.797	31.739
beta3_pH[13,1]	31.384	0.537	30.465	31.337	32.451
beta3_pH[14,1]	32.614	0.785	31.309	32.553	34.412
beta3_pH[15,1]	30.981	0.725	29.504	30.984	32.454
beta3_pH[16,1]	30.110	0.328	29.478	30.108	30.772
beta3_pH[1,2]	34.568	5.467	25.508	34.563	43.556
beta3_pH[2,2]	34.347	5.482	25.357	34.327	43.458
beta3_pH[3,2]	30.443	7.188	18.565	30.351	42.365
beta3_pH[4,2]	30.223	7.259	18.507	30.015	42.360
beta3_pH[5,2]	30.702	7.163	18.691	30.795	42.420
beta3_pH[6,2]	30.398	7.237	18.781	30.412	42.423
beta3_pH[7,2]	25.000	0.000	25.000	25.000	25.000
beta3_pH[8,2]	25.000	0.000	25.000	25.000	25.000
beta3_pH[9,2]	25.000	0.000	25.000	25.000	25.000
beta3_pH[10,2]	25.000	0.000	25.000	25.000	25.000
beta3_pH[11,2]	24.000	0.000	24.000	24.000	24.000
beta3_pH[12,2]	24.000	0.000	24.000	24.000	24.000
beta3_pH[13,2]	24.000	0.000	24.000	24.000	24.000
beta3_pH[14,2]	24.000	0.000	24.000	24.000	24.000
beta3_pH[15,2]	24.000	0.000	24.000	24.000	24.000
beta3_pH[16,2]	24.000	0.000	24.000	24.000	24.000
beta3_pH[1,3]	38.746	3.241	29.992	39.903	43.111
beta3_pH[2,3]	34.586	5.474	25.541	34.495	43.560
beta3_pH[3,3]	30.676	7.106	18.589	30.934	42.317
beta3_pH[4,3]	30.389	7.273	18.687	30.401	42.396
beta3_pH[5,3]	25.000	0.000	25.000	25.000	25.000
beta3_pH[6,3]	25.000	0.000	25.000	25.000	25.000
beta3_pH[7,3]	25.000	0.000	25.000	25.000	25.000
beta3_pH[8,3]	42.064	1.368	38.338	42.127	43.897
beta3_pH[9,3]	36.560	2.180	34.534	35.730	42.493
beta3_pH[10,3]	37.905	2.554	34.653	37.239	43.525
beta3_pH[11,3]	40.756	1.074	38.947	40.762	42.742
beta3_pH[12,3]	42.028	0.728	40.285	42.280	42.856
beta3_pH[13,3]	41.350	0.709	40.044	41.340	42.764
beta3_pH[14,3]	40.449	0.697	39.092	40.452	41.779
beta3_pH[15,3]	40.630	0.643	39.200	40.671	41.843
beta3_pH[16,3]	41.843	0.387	41.034	41.908	42.571
beta3_pH[11,4]	40.402	1.025	38.345	40.361	42.435
beta3_pH[12,4]	41.931	0.768	40.272	42.178	42.906
beta3_pH[13,4]	41.912	1.153	39.653	42.067	43.718
beta3_pH[14,4]	40.446	0.681	39.087	40.452	41.741
beta3_pH[15,4]	41.090	0.934	39.238	41.070	42.844
beta3_pH[16,4]	41.622	0.401	40.934	41.624	42.428
beta3_pH[11,5]	25.000	0.000	25.000	25.000	25.000
beta3_pH[12,5]	25.000	0.000	25.000	25.000	25.000
beta3_pH[13,5]	25.000	0.000	25.000	25.000	25.000
beta3_pH[14,5]	25.000	0.000	25.000	25.000	25.000
beta3_pH[15,5]	25.000	0.000	25.000	25.000	25.000
beta3_pH[16,5]	25.000	0.000	25.000	25.000	25.000
beta4_pH[1,1]	0.263	0.021	0.223	0.263	0.304
beta4_pH[2,1]	0.211	0.005	0.201	0.211	0.221
beta4_pH[3,1]	0.173	0.007	0.159	0.173	0.187
beta4_pH[4,1]	0.294	0.012	0.271	0.294	0.316
beta4_pH[5,1]	0.424	0.243	0.083	0.393	0.972
beta4_pH[6,1]	0.805	0.398	0.342	0.760	1.569
beta4_pH[7,1]	0.860	0.339	0.351	0.815	1.675
beta4_pH[8,1]	0.161	0.072	0.044	0.154	0.317
beta4_pH[9,1]	0.216	0.086	0.060	0.212	0.393
beta4_pH[10,1]	0.001	0.001	0.000	0.001	0.003
beta4_pH[11,1]	0.447	0.011	0.425	0.447	0.469
beta4_pH[12,1]	0.642	0.023	0.599	0.642	0.689
beta4_pH[13,1]	0.630	0.013	0.605	0.630	0.658
beta4_pH[14,1]	0.671	0.030	0.614	0.671	0.730
beta4_pH[15,1]	0.800	0.020	0.760	0.800	0.841
beta4_pH[16,1]	1.217	0.041	1.141	1.217	1.302
beta4_pH[1,2]	0.308	0.097	0.131	0.302	0.516
beta4_pH[2,2]	0.514	0.023	0.468	0.514	0.558
beta4_pH[3,2]	0.446	0.012	0.422	0.446	0.468
beta4_pH[4,2]	0.655	0.038	0.584	0.654	0.731
beta4_pH[5,2]	0.718	0.814	0.110	0.537	2.499
beta4_pH[6,2]	0.899	0.689	0.198	0.741	2.647
beta4_pH[7,2]	0.892	0.412	0.353	0.809	1.871
beta4_pH[8,2]	0.842	0.200	0.496	0.825	1.290
beta4_pH[9,2]	1.168	1.218	0.307	0.877	3.756
beta4_pH[10,2]	0.456	0.052	0.358	0.454	0.560
beta4_pH[11,2]	1.270	0.050	1.176	1.268	1.371
beta4_pH[12,2]	0.581	0.109	0.376	0.576	0.806
beta4_pH[13,2]	0.943	0.044	0.857	0.942	1.030
beta4_pH[14,2]	0.928	0.062	0.811	0.927	1.052
beta4_pH[15,2]	1.011	0.025	0.963	1.010	1.061
beta4_pH[16,2]	1.407	0.077	1.258	1.405	1.560
beta4_pH[1,3]	0.286	0.087	0.128	0.282	0.469
beta4_pH[2,3]	0.051	0.017	0.021	0.050	0.087
beta4_pH[3,3]	0.052	0.010	0.033	0.052	0.072
beta4_pH[4,3]	0.173	0.032	0.113	0.173	0.239
beta4_pH[5,3]	0.763	0.925	0.122	0.552	2.737
beta4_pH[6,3]	0.888	0.869	0.207	0.726	2.529
beta4_pH[7,3]	0.892	0.404	0.350	0.819	1.856
beta4_pH[8,3]	0.419	0.198	0.109	0.392	0.890
beta4_pH[9,3]	0.923	0.809	0.165	0.716	2.863
beta4_pH[10,3]	0.061	0.041	0.003	0.055	0.156
beta4_pH[11,3]	0.363	0.016	0.334	0.363	0.396
beta4_pH[12,3]	0.440	0.042	0.364	0.440	0.525
beta4_pH[13,3]	0.836	0.037	0.765	0.835	0.911
beta4_pH[14,3]	0.821	0.067	0.697	0.819	0.959
beta4_pH[15,3]	0.635	0.017	0.603	0.635	0.668
beta4_pH[16,3]	0.637	0.035	0.573	0.636	0.711
beta4_pH[1,4]	0.634	0.364	0.206	0.563	1.442
beta4_pH[2,4]	0.801	0.789	0.113	0.583	2.815
beta4_pH[3,4]	0.861	0.941	0.109	0.608	3.267
beta4_pH[4,4]	0.725	0.446	0.204	0.624	1.848
beta4_pH[5,4]	0.771	1.099	0.105	0.560	2.722
beta4_pH[6,4]	0.933	0.835	0.212	0.744	2.808
beta4_pH[7,4]	0.882	0.402	0.341	0.805	1.884
beta4_pH[8,4]	0.732	0.685	0.147	0.590	2.130
beta4_pH[9,4]	0.789	0.823	0.115	0.569	3.026
beta4_pH[10,4]	1.522	3.197	0.007	0.400	11.954
beta4_pH[11,4]	0.444	0.017	0.410	0.444	0.478
beta4_pH[12,4]	0.555	0.053	0.456	0.554	0.660
beta4_pH[13,4]	0.925	0.035	0.858	0.923	0.995
beta4_pH[14,4]	0.917	0.074	0.780	0.916	1.074
beta4_pH[15,4]	0.714	0.020	0.675	0.714	0.753
beta4_pH[16,4]	0.686	0.042	0.608	0.685	0.769
beta4_pH[1,5]	0.631	0.331	0.209	0.566	1.447
beta4_pH[2,5]	0.826	0.924	0.127	0.582	2.899
beta4_pH[3,5]	0.873	1.025	0.108	0.588	3.523
beta4_pH[4,5]	0.730	0.469	0.204	0.619	1.954
beta4_pH[5,5]	0.743	0.701	0.111	0.567	2.660
beta4_pH[6,5]	0.923	0.768	0.223	0.757	2.821
beta4_pH[7,5]	0.895	0.418	0.356	0.821	1.878
beta4_pH[8,5]	0.742	0.624	0.145	0.594	2.236
beta4_pH[9,5]	0.790	0.946	0.120	0.570	2.802
beta4_pH[10,5]	1.387	2.867	0.007	0.366	10.919
beta4_pH[11,5]	0.604	0.052	0.504	0.603	0.709
beta4_pH[12,5]	0.585	0.173	0.305	0.567	0.983
beta4_pH[13,5]	0.778	0.063	0.660	0.775	0.911
beta4_pH[14,5]	0.844	0.116	0.627	0.839	1.089
beta4_pH[15,5]	1.143	0.074	1.008	1.138	1.295
beta4_pH[16,5]	18.309	3.960	10.413	18.495	24.640
beta0_pelagic[1]	2.268	0.036	2.202	2.267	2.340
beta0_pelagic[2]	1.538	0.007	1.524	1.538	1.551
beta0_pelagic[3]	0.222	0.257	-0.419	0.288	0.607
beta0_pelagic[4]	0.254	0.220	-0.123	0.237	0.736
beta0_pelagic[5]	1.450	0.157	1.136	1.448	1.764
beta0_pelagic[6]	1.354	0.059	1.240	1.352	1.471
beta0_pelagic[7]	1.483	0.038	1.411	1.481	1.561
beta0_pelagic[8]	1.674	0.043	1.598	1.673	1.763
beta0_pelagic[9]	2.799	0.066	2.676	2.799	2.933
beta0_pelagic[10]	2.603	0.031	2.546	2.602	2.668
beta0_pelagic[11]	-0.160	0.182	-0.548	-0.154	0.147
beta0_pelagic[12]	1.801	0.036	1.737	1.799	1.878
beta0_pelagic[13]	-0.863	0.370	-1.463	-0.876	-0.152
beta0_pelagic[14]	-0.306	0.188	-0.694	-0.292	0.005
beta0_pelagic[15]	-0.215	0.037	-0.310	-0.199	-0.182
beta0_pelagic[16]	-0.485	0.399	-1.363	-0.362	0.034
beta1_pelagic[1]	0.000	0.000	0.000	0.000	0.000
beta1_pelagic[2]	0.000	0.000	0.000	0.000	0.000
beta1_pelagic[3]	0.739	0.318	0.249	0.688	1.728
beta1_pelagic[4]	0.803	0.232	0.306	0.814	1.213
beta1_pelagic[5]	0.000	0.000	0.000	0.000	0.000
beta1_pelagic[6]	0.000	0.000	0.000	0.000	0.000
beta1_pelagic[7]	0.000	0.000	0.000	0.000	0.000
beta1_pelagic[8]	0.000	0.000	0.000	0.000	0.000
beta1_pelagic[9]	0.000	0.000	0.000	0.000	0.000
beta1_pelagic[10]	0.000	0.000	0.000	0.000	0.000
beta1_pelagic[11]	1.223	0.272	0.771	1.202	1.823
beta1_pelagic[12]	0.000	0.000	0.000	0.000	0.000
beta1_pelagic[13]	2.497	0.474	1.587	2.488	3.390
beta1_pelagic[14]	1.944	0.591	1.127	1.775	3.312
beta1_pelagic[15]	0.124	0.200	0.001	0.025	0.719
beta1_pelagic[16]	1.556	0.580	0.763	1.413	2.931
beta2_pelagic[1]	0.000	0.000	0.000	0.000	0.000
beta2_pelagic[2]	0.000	0.000	0.000	0.000	0.000
beta2_pelagic[3]	6.639	6.067	0.127	4.883	21.581
beta2_pelagic[4]	7.407	6.024	0.350	6.056	22.027
beta2_pelagic[5]	0.000	0.000	0.000	0.000	0.000
beta2_pelagic[6]	0.000	0.000	0.000	0.000	0.000
beta2_pelagic[7]	0.000	0.000	0.000	0.000	0.000
beta2_pelagic[8]	0.000	0.000	0.000	0.000	0.000
beta2_pelagic[9]	0.000	0.000	0.000	0.000	0.000
beta2_pelagic[10]	0.000	0.000	0.000	0.000	0.000
beta2_pelagic[11]	1.537	1.485	0.214	0.981	5.859
beta2_pelagic[12]	0.000	0.000	0.000	0.000	0.000
beta2_pelagic[13]	0.197	0.074	0.104	0.182	0.371
beta2_pelagic[14]	0.794	0.840	0.179	0.548	3.237
beta2_pelagic[15]	2.649	1.884	0.174	2.273	7.004
beta2_pelagic[16]	0.784	1.033	0.126	0.380	4.166
beta3_pelagic[1]	29.484	3.775	23.307	29.411	35.715
beta3_pelagic[2]	29.394	3.770	23.296	29.274	35.677
beta3_pelagic[3]	28.238	2.628	23.507	28.885	32.606
beta3_pelagic[4]	26.640	2.116	23.739	26.373	33.762
beta3_pelagic[5]	29.645	6.550	18.655	29.585	40.545
beta3_pelagic[6]	29.621	6.614	18.489	29.618	40.403
beta3_pelagic[7]	29.436	6.680	18.576	29.301	40.475
beta3_pelagic[8]	29.538	6.694	18.643	29.712	40.406
beta3_pelagic[9]	29.531	6.657	18.616	29.602	40.387
beta3_pelagic[10]	29.573	6.628	18.600	29.669	40.479
beta3_pelagic[11]	30.540	1.570	28.006	30.281	34.620
beta3_pelagic[12]	32.524	5.491	23.436	32.459	41.529
beta3_pelagic[13]	30.869	3.163	25.404	30.678	37.268
beta3_pelagic[14]	34.661	2.203	31.506	34.113	39.809
beta3_pelagic[15]	34.522	5.712	23.641	35.535	41.784
beta3_pelagic[16]	30.782	2.097	26.425	30.894	34.625
beta0_yellow[1]	-0.482	0.079	-0.637	-0.483	-0.328
beta0_yellow[2]	0.510	0.186	-0.161	0.544	0.685
beta0_yellow[3]	-0.212	0.132	-0.480	-0.214	0.014
beta0_yellow[4]	0.871	0.325	-0.120	0.965	1.192
beta0_yellow[5]	0.256	0.331	-0.454	0.273	0.837
beta0_yellow[6]	0.824	0.105	0.617	0.825	1.026
beta0_yellow[7]	0.999	0.093	0.820	1.000	1.183
beta0_yellow[8]	1.025	0.093	0.842	1.026	1.210
beta0_yellow[9]	0.464	0.101	0.261	0.464	0.659
beta0_yellow[10]	0.541	0.069	0.407	0.540	0.676
beta0_yellow[11]	-0.190	0.129	-0.475	-0.177	0.032
beta0_yellow[12]	-1.083	0.096	-1.268	-1.084	-0.895
beta0_yellow[13]	-1.347	0.160	-1.684	-1.335	-1.059
beta0_yellow[14]	-0.253	0.162	-0.609	-0.229	-0.009
beta0_yellow[15]	-1.360	0.430	-2.946	-1.241	-1.038
beta0_yellow[16]	-0.253	0.095	-0.440	-0.253	-0.069
beta1_yellow[1]	0.000	0.000	0.000	0.000	0.000
beta1_yellow[2]	1.048	0.299	0.584	1.017	1.893
beta1_yellow[3]	0.467	0.246	0.020	0.477	0.923
beta1_yellow[4]	1.341	0.616	0.621	1.182	3.241
beta1_yellow[5]	0.000	0.000	0.000	0.000	0.000
beta1_yellow[6]	0.000	0.000	0.000	0.000	0.000
beta1_yellow[7]	0.000	0.000	0.000	0.000	0.000
beta1_yellow[8]	0.000	0.000	0.000	0.000	0.000
beta1_yellow[9]	0.000	0.000	0.000	0.000	0.000
beta1_yellow[10]	0.000	0.000	0.000	0.000	0.000
beta1_yellow[11]	0.259	0.357	0.001	0.067	1.136
beta1_yellow[12]	0.000	0.000	0.000	0.000	0.000
beta1_yellow[13]	1.239	1.440	0.023	0.758	6.336
beta1_yellow[14]	0.772	1.229	0.012	0.395	5.102
beta1_yellow[15]	0.278	0.466	0.011	0.095	1.931
beta1_yellow[16]	0.000	0.000	0.000	0.000	0.000
beta2_yellow[1]	0.000	0.000	0.000	0.000	0.000
beta2_yellow[2]	-7.232	5.807	-21.918	-5.927	-0.171
beta2_yellow[3]	-7.590	5.776	-21.179	-6.252	-0.357
beta2_yellow[4]	-5.570	5.909	-21.095	-3.509	-0.112
beta2_yellow[5]	0.000	0.000	0.000	0.000	0.000
beta2_yellow[6]	0.000	0.000	0.000	0.000	0.000
beta2_yellow[7]	0.000	0.000	0.000	0.000	0.000
beta2_yellow[8]	0.000	0.000	0.000	0.000	0.000
beta2_yellow[9]	0.000	0.000	0.000	0.000	0.000
beta2_yellow[10]	0.000	0.000	0.000	0.000	0.000
beta2_yellow[11]	-7.923	5.882	-21.826	-6.745	-0.375
beta2_yellow[12]	0.000	0.000	0.000	0.000	0.000
beta2_yellow[13]	-6.805	6.266	-20.559	-4.993	-0.358
beta2_yellow[14]	-6.721	4.820	-18.087	-5.974	-0.296
beta2_yellow[15]	-5.568	5.598	-20.617	-3.488	-0.167
beta2_yellow[16]	0.000	0.000	0.000	0.000	0.000
beta3_yellow[1]	25.000	0.000	25.000	25.000	25.000
beta3_yellow[2]	29.175	1.935	27.285	28.728	33.836
beta3_yellow[3]	32.458	3.427	23.134	32.596	39.201
beta3_yellow[4]	30.016	3.357	24.207	28.769	36.354
beta3_yellow[5]	25.000	0.000	25.000	25.000	25.000
beta3_yellow[6]	25.000	0.000	25.000	25.000	25.000
beta3_yellow[7]	25.000	0.000	25.000	25.000	25.000
beta3_yellow[8]	25.000	0.000	25.000	25.000	25.000
beta3_yellow[9]	25.000	0.000	25.000	25.000	25.000
beta3_yellow[10]	25.000	0.000	25.000	25.000	25.000
beta3_yellow[11]	34.736	3.487	29.560	34.023	42.307
beta3_yellow[12]	25.000	0.000	25.000	25.000	25.000
beta3_yellow[13]	33.470	2.648	29.171	33.624	38.952
beta3_yellow[14]	34.069	3.698	29.180	33.695	43.029
beta3_yellow[15]	37.121	4.312	30.239	36.819	43.810
beta3_yellow[16]	25.000	0.000	25.000	25.000	25.000
beta0_black[1]	0.011	0.077	-0.134	0.010	0.167
beta0_black[2]	1.854	0.032	1.792	1.854	1.919
beta0_black[3]	1.239	0.037	1.163	1.239	1.313
beta0_black[4]	2.424	0.048	2.332	2.423	2.518
beta0_black[5]	5.176	2.348	1.912	4.707	10.994
beta0_black[6]	5.265	2.143	2.687	4.705	10.970
beta0_black[7]	4.091	2.162	1.603	3.490	10.051
beta0_black[8]	0.876	0.218	0.471	0.866	1.323
beta0_black[9]	2.807	0.272	2.304	2.804	3.357
beta0_black[10]	1.287	0.049	1.192	1.285	1.384
beta0_black[11]	2.978	0.051	2.876	2.977	3.078
beta0_black[12]	4.914	0.189	4.547	4.908	5.306
beta0_black[13]	0.407	0.325	0.012	0.337	1.217
beta0_black[14]	2.849	0.103	2.653	2.847	3.050
beta0_black[15]	0.723	0.051	0.622	0.723	0.823
beta0_black[16]	3.773	0.072	3.635	3.773	3.914
beta2_black[1]	0.000	0.000	0.000	0.000	0.000
beta2_black[2]	0.000	0.000	0.000	0.000	0.000
beta2_black[3]	0.000	0.000	0.000	0.000	0.000
beta2_black[4]	0.000	0.000	0.000	0.000	0.000
beta2_black[5]	0.000	0.000	0.000	0.000	0.000
beta2_black[6]	0.000	0.000	0.000	0.000	0.000
beta2_black[7]	0.000	0.000	0.000	0.000	0.000
beta2_black[8]	0.000	0.000	0.000	0.000	0.000
beta2_black[9]	0.000	0.000	0.000	0.000	0.000
beta2_black[10]	0.000	0.000	0.000	0.000	0.000
beta2_black[11]	0.000	0.000	0.000	0.000	0.000
beta2_black[12]	0.000	0.000	0.000	0.000	0.000
beta2_black[13]	-2.557	1.777	-6.896	-2.103	-0.340
beta2_black[14]	0.000	0.000	0.000	0.000	0.000
beta2_black[15]	0.000	0.000	0.000	0.000	0.000
beta2_black[16]	0.000	0.000	0.000	0.000	0.000
beta3_black[1]	25.000	0.000	25.000	25.000	25.000
beta3_black[2]	25.000	0.000	25.000	25.000	25.000
beta3_black[3]	25.000	0.000	25.000	25.000	25.000
beta3_black[4]	25.000	0.000	25.000	25.000	25.000
beta3_black[5]	25.000	0.000	25.000	25.000	25.000
beta3_black[6]	25.000	0.000	25.000	25.000	25.000
beta3_black[7]	25.000	0.000	25.000	25.000	25.000
beta3_black[8]	25.000	0.000	25.000	25.000	25.000
beta3_black[9]	25.000	0.000	25.000	25.000	25.000
beta3_black[10]	25.000	0.000	25.000	25.000	25.000
beta3_black[11]	25.000	0.000	25.000	25.000	25.000
beta3_black[12]	25.000	0.000	25.000	25.000	25.000
beta3_black[13]	37.675	2.809	29.681	38.233	40.800
beta3_black[14]	25.000	0.000	25.000	25.000	25.000
beta3_black[15]	25.000	0.000	25.000	25.000	25.000
beta3_black[16]	25.000	0.000	25.000	25.000	25.000
beta4_black[1]	-0.323	0.092	-0.502	-0.322	-0.142
beta4_black[2]	0.259	0.053	0.158	0.260	0.363
beta4_black[3]	-0.718	0.065	-0.842	-0.719	-0.588
beta4_black[4]	0.628	0.129	0.373	0.629	0.879
beta4_black[5]	0.776	1.440	-1.111	0.497	4.269
beta4_black[6]	0.870	1.506	-0.879	0.566	4.486
beta4_black[7]	0.781	1.625	-0.995	0.482	4.187
beta4_black[8]	0.084	0.288	-0.521	0.097	0.633
beta4_black[9]	1.039	0.814	-0.095	0.886	3.021
beta4_black[10]	0.074	0.064	-0.054	0.074	0.198
beta4_black[11]	-0.610	0.066	-0.739	-0.610	-0.480
beta4_black[12]	1.234	0.285	0.693	1.232	1.799
beta4_black[13]	-1.006	0.078	-1.159	-1.006	-0.856
beta4_black[14]	0.225	0.179	-0.126	0.222	0.581
beta4_black[15]	0.003	0.047	-0.092	0.003	0.090
beta4_black[16]	-0.415	0.116	-0.647	-0.418	-0.181
beta0_dsr[11]	-0.329	0.010	-0.347	-0.329	-0.309
beta0_dsr[12]	1.409	0.043	1.322	1.409	1.493
beta0_dsr[13]	0.155	0.021	0.113	0.155	0.195
beta0_dsr[14]	-0.127	0.017	-0.161	-0.127	-0.093
beta0_dsr[15]	0.206	0.014	0.179	0.206	0.233
beta0_dsr[16]	0.160	0.016	0.128	0.160	0.193
beta1_dsr[11]	0.000	0.000	0.000	0.000	0.000
beta1_dsr[12]	0.000	0.000	0.000	0.000	0.000
beta1_dsr[13]	0.000	0.000	0.000	0.000	0.000
beta1_dsr[14]	0.000	0.000	0.000	0.000	0.000
beta1_dsr[15]	0.000	0.000	0.000	0.000	0.000
beta1_dsr[16]	0.000	0.000	0.000	0.000	0.000
beta4_dsr[11]	0.544	0.035	0.477	0.544	0.615
beta4_dsr[12]	0.797	0.226	0.362	0.795	1.255
beta4_dsr[13]	-0.079	0.039	-0.156	-0.080	-0.001
beta4_dsr[14]	-0.206	0.070	-0.341	-0.206	-0.066
beta4_dsr[15]	0.216	0.022	0.175	0.216	0.260
beta4_dsr[16]	-0.051	0.046	-0.140	-0.051	0.039
beta0_slope[11]	-2.209	0.021	-2.250	-2.209	-2.166
beta0_slope[12]	-4.982	0.186	-5.367	-4.973	-4.627
beta0_slope[13]	-1.501	0.034	-1.567	-1.501	-1.433
beta0_slope[14]	-2.712	0.050	-2.809	-2.711	-2.616
beta0_slope[15]	-1.592	0.022	-1.635	-1.592	-1.549
beta0_slope[16]	-2.652	0.040	-2.727	-2.653	-2.570
beta1_slope[11]	0.000	0.000	0.000	0.000	0.000
beta1_slope[12]	0.000	0.000	0.000	0.000	0.000
beta1_slope[13]	0.000	0.000	0.000	0.000	0.000
beta1_slope[14]	0.000	0.000	0.000	0.000	0.000
beta1_slope[15]	0.000	0.000	0.000	0.000	0.000
beta1_slope[16]	0.000	0.000	0.000	0.000	0.000
beta4_slope[11]	-0.336	0.076	-0.486	-0.335	-0.194
beta4_slope[12]	-4.667	0.812	-6.395	-4.628	-3.209
beta4_slope[13]	0.326	0.053	0.224	0.325	0.428
beta4_slope[14]	-0.155	0.149	-0.450	-0.151	0.128
beta4_slope[15]	-0.360	0.033	-0.423	-0.359	-0.296
beta4_slope[16]	-0.143	0.104	-0.356	-0.141	0.056
beta5_slope[11]	3.065	0.108	2.858	3.064	3.278
beta5_slope[12]	2.002	0.389	1.292	1.981	2.815
beta5_slope[13]	0.882	0.080	0.726	0.883	1.039
beta5_slope[14]	3.753	0.356	3.099	3.739	4.488
beta5_slope[15]	1.307	0.071	1.173	1.304	1.446
beta5_slope[16]	2.725	0.235	2.288	2.717	3.226
tau_comp[1]	3.797	0.296	3.253	3.790	4.417
tau_comp[2]	2.858	0.253	2.385	2.856	3.375
tau_comp[3]	0.872	0.075	0.734	0.869	1.026
tau_comp[4]	1.787	0.269	1.324	1.761	2.359
tau_comp[5]	1.286	0.190	0.944	1.277	1.690
sigma_H[1]	0.205	0.047	0.121	0.202	0.303
sigma_H[2]	0.175	0.029	0.125	0.173	0.239
sigma_H[3]	0.189	0.040	0.119	0.186	0.277
sigma_H[4]	0.460	0.079	0.328	0.450	0.640
sigma_H[5]	0.956	0.200	0.593	0.943	1.376
sigma_H[6]	0.539	0.193	0.175	0.532	0.937
sigma_H[7]	0.311	0.062	0.216	0.302	0.458
sigma_H[8]	0.426	0.089	0.295	0.414	0.623
sigma_H[9]	0.509	0.115	0.328	0.493	0.778
sigma_H[10]	0.211	0.040	0.145	0.207	0.299
sigma_H[11]	0.265	0.044	0.193	0.261	0.361
sigma_H[12]	0.381	0.148	0.198	0.339	0.725
sigma_H[13]	0.218	0.036	0.158	0.215	0.297
sigma_H[14]	0.497	0.088	0.342	0.491	0.678
sigma_H[15]	0.232	0.036	0.170	0.228	0.310
sigma_H[16]	0.212	0.040	0.145	0.209	0.300
lambda_H[1]	2.160	3.187	0.088	1.040	10.649
lambda_H[2]	5.116	4.810	0.492	3.708	18.490
lambda_H[3]	5.460	8.851	0.310	2.757	27.055
lambda_H[4]	0.007	0.005	0.001	0.005	0.018
lambda_H[5]	3.064	7.660	0.028	0.682	27.180
lambda_H[6]	6.457	13.113	0.008	0.379	40.698
lambda_H[7]	0.012	0.008	0.002	0.010	0.033
lambda_H[8]	7.283	9.463	0.047	4.004	33.001
lambda_H[9]	0.016	0.010	0.003	0.013	0.043
lambda_H[10]	0.226	0.271	0.028	0.157	0.821
lambda_H[11]	0.225	0.354	0.011	0.106	1.112
lambda_H[12]	3.660	4.609	0.157	2.129	16.770
lambda_H[13]	3.173	2.979	0.301	2.344	11.401
lambda_H[14]	3.328	4.263	0.217	2.104	14.484
lambda_H[15]	0.019	0.039	0.003	0.013	0.060
lambda_H[16]	0.518	0.884	0.034	0.251	2.730
mu_lambda_H[1]	4.049	1.869	1.048	3.875	7.997
mu_lambda_H[2]	3.689	1.928	0.493	3.514	7.811
mu_lambda_H[3]	3.343	1.841	0.691	3.045	7.654
sigma_lambda_H[1]	8.062	4.345	1.662	7.326	17.979
sigma_lambda_H[2]	8.086	4.634	0.808	7.602	18.380
sigma_lambda_H[3]	6.086	3.943	0.915	5.248	16.285
beta_H[1,1]	6.492	1.326	3.325	6.720	8.466
beta_H[2,1]	9.759	0.590	8.440	9.784	10.850
beta_H[3,1]	7.834	0.782	6.026	7.926	9.138
beta_H[4,1]	10.625	7.669	-4.781	10.770	25.192
beta_H[5,1]	-0.285	2.508	-5.750	-0.051	4.133
beta_H[6,1]	3.286	4.204	-7.238	4.804	8.130
beta_H[7,1]	1.137	5.691	-10.650	1.516	11.208
beta_H[8,1]	1.556	5.005	-2.538	1.179	4.422
beta_H[9,1]	13.713	5.684	2.563	13.559	25.209
beta_H[10,1]	6.812	1.762	3.342	6.874	10.138
beta_H[11,1]	4.740	3.543	-2.944	5.368	9.764
beta_H[12,1]	2.598	1.109	0.609	2.550	4.973
beta_H[13,1]	9.103	0.826	7.313	9.143	10.606
beta_H[14,1]	2.132	1.032	0.073	2.127	4.199
beta_H[15,1]	-7.085	3.395	-13.138	-7.381	-0.043
beta_H[16,1]	3.949	2.972	-0.804	3.575	10.828
beta_H[1,2]	7.781	0.266	7.235	7.788	8.274
beta_H[2,2]	9.882	0.168	9.543	9.887	10.211
beta_H[3,2]	8.791	0.202	8.391	8.791	9.187
beta_H[4,2]	3.030	1.469	0.320	2.969	6.127
beta_H[5,2]	1.759	0.996	-0.235	1.797	3.632
beta_H[6,2]	6.096	1.089	3.528	6.270	7.799
beta_H[7,2]	2.418	1.071	0.527	2.375	4.683
beta_H[8,2]	2.914	1.329	0.915	3.111	4.286
beta_H[9,2]	3.162	1.085	1.053	3.162	5.285
beta_H[10,2]	8.049	0.356	7.327	8.064	8.730
beta_H[11,2]	9.852	0.639	8.884	9.754	11.221
beta_H[12,2]	3.958	0.371	3.275	3.946	4.732
beta_H[13,2]	9.140	0.233	8.705	9.132	9.618
beta_H[14,2]	4.032	0.348	3.358	4.025	4.730
beta_H[15,2]	11.549	0.615	10.249	11.571	12.693
beta_H[16,2]	4.459	0.806	3.014	4.428	6.162
beta_H[1,3]	8.455	0.263	7.988	8.439	8.989
beta_H[2,3]	9.864	0.150	9.571	9.867	10.153
beta_H[3,3]	9.466	0.164	9.151	9.463	9.808
beta_H[4,3]	-2.137	0.855	-3.828	-2.119	-0.493
beta_H[5,3]	3.887	0.614	2.645	3.889	5.065
beta_H[6,3]	8.385	1.204	6.715	8.044	10.946
beta_H[7,3]	-2.588	0.635	-3.852	-2.578	-1.351
beta_H[8,3]	5.337	0.621	4.694	5.231	6.595
beta_H[9,3]	-2.655	0.709	-4.098	-2.649	-1.337
beta_H[10,3]	8.565	0.278	8.044	8.556	9.106
beta_H[11,3]	8.481	0.293	7.857	8.503	9.002
beta_H[12,3]	5.276	0.330	4.503	5.318	5.814
beta_H[13,3]	8.854	0.172	8.516	8.855	9.181
beta_H[14,3]	5.782	0.277	5.181	5.806	6.268
beta_H[15,3]	10.280	0.298	9.696	10.272	10.865
beta_H[16,3]	5.904	0.610	4.665	5.923	6.994
beta_H[1,4]	8.101	0.189	7.707	8.112	8.439
beta_H[2,4]	9.852	0.130	9.572	9.858	10.081
beta_H[3,4]	9.956	0.153	9.621	9.969	10.220
beta_H[4,4]	11.809	0.475	10.857	11.818	12.729
beta_H[5,4]	5.553	0.741	4.307	5.473	7.223
beta_H[6,4]	7.251	0.912	5.280	7.498	8.545
beta_H[7,4]	8.546	0.347	7.845	8.558	9.209
beta_H[8,4]	6.715	0.293	6.075	6.740	7.142
beta_H[9,4]	7.402	0.446	6.535	7.399	8.274
beta_H[10,4]	7.538	0.223	7.121	7.533	7.993
beta_H[11,4]	9.505	0.191	9.126	9.501	9.884
beta_H[12,4]	7.260	0.195	6.883	7.258	7.663
beta_H[13,4]	9.057	0.139	8.772	9.063	9.322
beta_H[14,4]	7.845	0.219	7.445	7.837	8.303
beta_H[15,4]	9.483	0.221	9.047	9.485	9.916
beta_H[16,4]	9.427	0.246	8.971	9.422	9.934
beta_H[1,5]	8.904	0.155	8.595	8.906	9.206
beta_H[2,5]	10.677	0.099	10.494	10.674	10.886
beta_H[3,5]	10.762	0.160	10.474	10.753	11.086
beta_H[4,5]	8.351	0.510	7.361	8.338	9.401
beta_H[5,5]	5.184	0.574	3.827	5.257	6.087
beta_H[6,5]	8.995	0.636	7.972	8.863	10.321
beta_H[7,5]	6.576	0.348	5.915	6.575	7.286
beta_H[8,5]	8.263	0.237	7.915	8.239	8.763
beta_H[9,5]	8.210	0.454	7.340	8.201	9.149
beta_H[10,5]	10.041	0.229	9.587	10.043	10.488
beta_H[11,5]	11.596	0.223	11.180	11.592	12.044
beta_H[12,5]	8.618	0.187	8.251	8.620	8.998
beta_H[13,5]	10.135	0.129	9.891	10.133	10.398
beta_H[14,5]	9.252	0.220	8.852	9.239	9.730
beta_H[15,5]	11.311	0.236	10.834	11.310	11.773
beta_H[16,5]	9.832	0.190	9.446	9.834	10.187
beta_H[1,6]	10.112	0.231	9.753	10.080	10.673
beta_H[2,6]	11.469	0.114	11.241	11.468	11.696
beta_H[3,6]	10.612	0.154	10.262	10.620	10.889
beta_H[4,6]	12.933	0.907	11.092	12.931	14.687
beta_H[5,6]	5.651	0.610	4.508	5.618	6.950
beta_H[6,6]	8.782	0.563	7.518	8.818	9.860
beta_H[7,6]	10.546	0.611	9.334	10.571	11.659
beta_H[8,6]	9.523	0.299	8.952	9.550	9.965
beta_H[9,6]	8.269	0.754	6.786	8.259	9.770
beta_H[10,6]	9.157	0.342	8.420	9.177	9.765
beta_H[11,6]	10.689	0.366	9.924	10.720	11.317
beta_H[12,6]	9.390	0.237	8.950	9.383	9.885
beta_H[13,6]	11.087	0.145	10.810	11.087	11.375
beta_H[14,6]	9.917	0.284	9.330	9.924	10.472
beta_H[15,6]	10.548	0.413	9.723	10.550	11.365
beta_H[16,6]	10.591	0.257	10.028	10.608	11.054
beta_H[1,7]	10.163	1.215	7.003	10.443	11.839
beta_H[2,7]	12.115	0.514	10.998	12.146	13.024
beta_H[3,7]	10.296	0.653	8.867	10.350	11.384
beta_H[4,7]	1.304	4.583	-7.354	1.275	10.671
beta_H[5,7]	5.902	1.898	2.088	5.916	9.750
beta_H[6,7]	7.253	3.153	-0.928	8.404	10.868
beta_H[7,7]	7.663	3.086	1.914	7.569	13.908
beta_H[8,7]	10.917	1.147	9.156	10.871	12.984
beta_H[9,7]	4.988	3.893	-2.743	5.033	12.579
beta_H[10,7]	9.981	1.609	7.172	9.862	13.420
beta_H[11,7]	11.387	1.842	8.207	11.151	15.468
beta_H[12,7]	9.786	1.007	7.373	9.887	11.408
beta_H[13,7]	11.696	0.674	10.211	11.763	12.862
beta_H[14,7]	10.634	0.933	8.715	10.659	12.411
beta_H[15,7]	14.020	2.171	9.776	14.002	18.389
beta_H[16,7]	12.867	1.389	10.452	12.682	15.946
beta0_H[1]	8.934	17.309	-24.663	8.364	48.859
beta0_H[2]	10.554	7.972	-5.676	10.667	27.148
beta0_H[3]	9.847	9.551	-10.042	9.980	29.674
beta0_H[4]	5.228	183.971	-374.663	10.170	382.174
beta0_H[5]	4.450	28.550	-52.881	4.478	59.152
beta0_H[6]	8.978	51.050	-100.531	8.100	119.987
beta0_H[7]	5.390	138.980	-276.935	6.147	283.745
beta0_H[8]	7.460	41.708	-20.466	6.620	35.482
beta0_H[9]	5.985	119.183	-238.825	5.307	251.721
beta0_H[10]	7.987	36.792	-70.233	8.397	80.710
beta0_H[11]	9.649	52.222	-100.257	9.740	120.848
beta0_H[12]	6.717	12.408	-20.589	6.676	30.812
beta0_H[13]	9.993	10.714	-11.170	10.172	30.424
beta0_H[14]	7.274	11.856	-15.879	6.907	33.128
beta0_H[15]	7.103	120.129	-234.813	6.431	252.924
beta0_H[16]	7.601	30.922	-58.319	8.224	67.544

Rockfish Historical Harvest Estimates

Phil Joy & Adam Reimer

February 2025